# task

created_at: 2026-05-18 12:04:22.587162
updated_at: 2026-05-23 11:49:41.876747
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_13__2B_k7N2", "source_id": "mpcc_calendar_hard_13", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / calendar planning / hard / N=2", "requirement_count": 7, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting for 5 attendees, and it needs to last 2.0 hours. Can you help find a day and time this week when everyone is available?\n[T2] Oh and also, we need to pick one of 3 meeting rooms and make sure the total cost doesn't go over $18.0. Let's try to keep it as low as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $18.0\n7. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $18.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 18.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.587264
updated_at: 2026-05-24 17:39:27.361707
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_12__2B_k7N2", "source_id": "mpcc_calendar_hard_12", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / calendar planning / hard / N=2", "requirement_count": 7, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, we need to set up a meeting for 5 people that lasts 1 hour. Can you find a day and time this week when everyone is available?\n[T2] Oh and also, we have to choose from 3 meeting rooms, and make sure the total cost stays under $8. Try to keep it as low as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.0 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $8.0\n7. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.0 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $8.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.0 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 8.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.587322
updated_at: 2026-05-23 11:49:41.256537
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_1__2B_k7N2", "source_id": "mpcc_calendar_hard_1", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / calendar planning / hard / N=2", "requirement_count": 7, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Can you set up a meeting for 5 people that lasts 2.5 hours? We need to find a day and time this week when everyone is available.\n[T2] Oh, and also, pick one of the 3 meeting rooms, but make sure the total cost stays under $24.0, and try to keep it as low as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $24.0\n7. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.5 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $24.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.5 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 24.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.587379
updated_at: 2026-05-23 11:49:40.950248
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_8__2B_k7N2", "source_id": "mpcc_flight_easy_8", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / flight planning / easy / N=2", "requirement_count": 7, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from Los Angeles to Mexico City, and I\u2019d like to travel on August 19, 2025. Can you help me find a flight that transfers through Dallas?\n[T2] Oh, and also, the total cost should not exceed $700, but I'd really like to minimize it if possible. Plus, I need at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Los Angeles\n2. Arrive in Mexico City\n3. Travel on August 19, 2025\n4. Transfer via Dallas\n5. Total cost must not exceed $700\n6. Minimize total cost\n7. At least one hour buffer between flights", "constraints_list": ["Depart from Los Angeles", "Arrive in Mexico City", "Travel on August 19, 2025", "Transfer via Dallas", "Total cost must not exceed $700", "Minimize total cost", "At least one hour buffer between flights"], "clean_text": "On August 19, 2025, you will be arriving in Mexico City from Los Angeles by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Dallas, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04700. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.587553
updated_at: 2026-05-23 11:49:40.661096
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_27__2B_k7N2", "source_id": "mpcc_flight_easy_27", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / flight planning / easy / N=2", "requirement_count": 7, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from Mexico City to Los Angeles on March 17, 2025.\n[T2] Oh and also, I need to transfer through Dallas, keep the total cost under $600, and make sure there's at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Mexico City\n2. Arrive in Los Angeles\n3. Travel on March 17, 2025\n4. Transfer via Dallas\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. At least one hour buffer between flights", "constraints_list": ["Depart from Mexico City", "Arrive in Los Angeles", "Travel on March 17, 2025", "Transfer via Dallas", "Total cost must not exceed $600", "Minimize total cost", "At least one hour buffer between flights"], "clean_text": "On March 17, 2025, you will be arriving in Los Angeles from Mexico City by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Dallas, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04600. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.587624
updated_at: 2026-05-23 11:49:40.363425
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_17__2B_k7N2", "source_id": "mpcc_flight_easy_17", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / flight planning / easy / N=2", "requirement_count": 7, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from San Francisco to Toronto on May 17, 2025, and I'm hoping to keep the total cost under $600.\n[T2] Oh, and also, I need to transfer through Los Angeles with at least a one-hour buffer between flights. Please try to minimize the total cost as much as possible.", "constraints_numbered": "1. Depart from San Francisco\n2. Arrive in Toronto\n3. Travel on May 17, 2025\n4. Transfer via Los Angeles\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. At least one hour buffer between flights", "constraints_list": ["Depart from San Francisco", "Arrive in Toronto", "Travel on May 17, 2025", "Transfer via Los Angeles", "Total cost must not exceed $600", "Minimize total cost", "At least one hour buffer between flights"], "clean_text": "On May 17, 2025, you will be arriving in Toronto from San Francisco by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Los Angeles, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04600. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.587683
updated_at: 2026-05-23 11:49:40.052876
meta: {}
data:
  {"sample_id": "mpcc_flight_medium_15__2B_k9N2", "source_id": "mpcc_flight_medium_15", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / flight planning / medium / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hi, I'm planning a trip and need to travel from Paris to London. It should be between March 10, 2025, and March 12, 2025.\n[T2] Oh and also, I can transit through Vienna or Berlin, but I want to keep the total cost below $500. The goal is to minimize the cost, and I know accommodation at the transit cities is $120 per night. Each city should only be visited once, and there needs to be at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Paris\n2. Arrive in London\n3. Travel between March 10, 2025 and March 12, 2025\n4. Available transit cities: Vienna and Berlin\n5. Total cost must not exceed $500\n6. Minimize total cost\n7. Accommodation costs $120 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Paris", "Arrive in London", "Travel between March 10, 2025 and March 12, 2025", "Available transit cities: Vienna and Berlin", "Total cost must not exceed $500", "Minimize total cost", "Accommodation costs $120 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in London from Paris by flight between March 10, 2025, and March 12, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Vienna and Berlin, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff04120 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04500. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.587739
updated_at: 2026-05-23 11:49:39.760594
meta: {}
data:
  {"sample_id": "mpcc_flight_medium_16__2B_k9N2", "source_id": "mpcc_flight_medium_16", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / flight planning / medium / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from Brussels to Amsterdam and need to travel between March 13, 2025, and March 15, 2025.\n[T2] Oh and also, I can transit through Paris or London, but only visit each once. The total cost can't be more than $600, and I want to keep it as low as possible. Accommodation at transit cities is $120 per night, and I need at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Brussels\n2. Arrive in Amsterdam\n3. Travel between March 13, 2025 and March 15, 2025\n4. Available transit cities: Paris and London\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. Accommodation costs $120 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Brussels", "Arrive in Amsterdam", "Travel between March 13, 2025 and March 15, 2025", "Available transit cities: Paris and London", "Total cost must not exceed $600", "Minimize total cost", "Accommodation costs $120 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in Amsterdam from Brussels by flight between March 13, 2025, and March 15, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Paris and London, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff04120 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04600. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.587794
updated_at: 2026-05-24 17:39:54.369487
meta: {}
data:
  {"sample_id": "mpcc_flight_medium_18__2B_k9N2", "source_id": "mpcc_flight_medium_18", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / flight planning / medium / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I need to plan a trip from London to Berlin, traveling between March 19, 2025, and March 21, 2025.\n[T2] Oh and also, I can stop over in either Zurich or Amsterdam, but only once per city. The total cost shouldn't go over $500, and I want to keep it as low as possible. Accommodation at the transit cities is $120 per night. Plus, I need at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from London\n2. Arrive in Berlin\n3. Travel between March 19, 2025 and March 21, 2025\n4. Available transit cities: Zurich and Amsterdam\n5. Total cost must not exceed $500\n6. Minimize total cost\n7. Accommodation costs $120 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from London", "Arrive in Berlin", "Travel between March 19, 2025 and March 21, 2025", "Available transit cities: Zurich and Amsterdam", "Total cost must not exceed $500", "Minimize total cost", "Accommodation costs $120 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in Berlin from London by flight between March 19, 2025, and March 21, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Zurich and Amsterdam, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff04120 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04500. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.587849
updated_at: 2026-05-23 11:49:39.171445
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_1__2B_k9N2", "source_id": "mpcc_meeting_medium_1", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / meeting planning / medium / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I'm planning a meeting with 5 friends that should last about 2 hours. We need to pick a day within the week, sometime between 8:00 AM and 10:00 PM, making sure it doesn't conflict with anyone's schedule.\n[T2] Oh, and also, the average travel speed is 17 km/h, and it costs $0.5 per km to get there. We have two options for the meeting place: A is $45, and B is $30. We need to keep the total cost under $80.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 17 km/h\n7. Travel costs $0.5/km\n8. Meeting place prices for meeting places A and B are 45 and 30 $, respectively\n9. Total cost must not exceed $80", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 17 km/h", "Travel costs $0.5/km", "Meeting place prices for meeting places A and B are 45 and 30 $, respectively", "Total cost must not exceed $80"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 17 km/h and 0.5 \uff04/km. The prices for meeting places A and B are 45 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 80 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.587903
updated_at: 2026-05-23 11:49:38.869123
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_20__2B_k9N2", "source_id": "mpcc_meeting_medium_20", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / meeting planning / medium / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning to meet up with 5 friends for a 2-hour gathering sometime this week. We should pick a time between 8:00 AM and 10:00 PM that works for everyone\u2019s schedule.\n[T2] Oh and also, considering an average travel speed of 10 km/h and a travel cost of $0.5/km, we need to keep the total cost under $95. Meeting place A costs $45 and B costs $30.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 10 km/h\n7. Travel costs $0.5/km\n8. Meeting place prices for meeting places A and B are 45 and 30 $, respectively\n9. Total cost must not exceed $95", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 10 km/h", "Travel costs $0.5/km", "Meeting place prices for meeting places A and B are 45 and 30 $, respectively", "Total cost must not exceed $95"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 10 km/h and 0.5 \uff04/km. The prices for meeting places A and B are 45 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 95 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.587957
updated_at: 2026-05-24 17:40:34.221977
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_29__2B_k9N2", "source_id": "mpcc_meeting_medium_29", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / meeting planning / medium / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting with 5 friends that should last about 3 hours. Can you help me pick a day this week when everyone's available? We'll need to find a time slot between 8:00 AM and 10:00 PM that works for everyone.\n[T2] Oh and also, could you calculate the travel costs assuming an average speed of 19 km/h and $1.0/km? We need to keep the total cost, including either meeting place A at $45 or B at $30, under $115.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 3 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 19 km/h\n7. Travel costs $1.0/km\n8. Meeting place prices for meeting places A and B are 45 and 30 $, respectively\n9. Total cost must not exceed $115", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 3 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 19 km/h", "Travel costs $1.0/km", "Meeting place prices for meeting places A and B are 45 and 30 $, respectively", "Total cost must not exceed $115"], "clean_text": "You are going to meet with 5 friends for a 3-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 19 km/h and 1.0 \uff04/km. The prices for meeting places A and B are 45 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 115 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588013
updated_at: 2026-05-24 17:40:56.550400
meta: {}
data:
  {"sample_id": "mpcc_meeting_hard_19__2B_k9N2", "source_id": "mpcc_meeting_hard_19", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / meeting planning / hard / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I'm planning a meeting with 5 friends, and it should last about 2 hours. We need to choose a day this week, sometime between 8:00 AM and 10:00 PM, making sure it fits everyone's schedule.\n[T2] Oh, and also, considering travel at an average speed of 50 km/h and a cost of $0.25 per km, we need to keep the total cost under $80. So, for the meeting place, we can look at options A, B, or C, which cost $40, $60, and $80, respectively.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 50 km/h\n7. Travel costs $0.25/km\n8. Meeting place prices for meeting places A, B, and C are 40, 60, and 80 $, respectively\n9. Total cost must not exceed $80", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 50 km/h", "Travel costs $0.25/km", "Meeting place prices for meeting places A, B, and C are 40, 60, and 80 $, respectively", "Total cost must not exceed $80"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 50 km/h and 0.25 \uff04/km. The prices for meeting places A, B, and C are 40, 60, and 80 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 80 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588067
updated_at: 2026-05-23 11:49:38.008909
meta: {}
data:
  {"sample_id": "mpcc_meeting_hard_9__2B_k9N2", "source_id": "mpcc_meeting_hard_9", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / meeting planning / hard / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I'm trying to set up a meeting with 5 friends for a 3-hour gathering sometime this week. We need to pick a day when everyone's available, and the time should be between 8:00 AM and 10:00 PM.\n[T2] Oh and also, we need to consider travel and budget. The average travel speed is 20 km/h, and it costs $0.75 per km. For the meeting place, we have options A, B, and C, costing $40, $60, and $80 respectively. The total cost shouldn't be more than $110.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 3 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 20 km/h\n7. Travel costs $0.75/km\n8. Meeting place prices for meeting places A, B, and C are 40, 60, and 80 $, respectively\n9. Total cost must not exceed $110", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 3 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 20 km/h", "Travel costs $0.75/km", "Meeting place prices for meeting places A, B, and C are 40, 60, and 80 $, respectively", "Total cost must not exceed $110"], "clean_text": "You are going to meet with 5 friends for a 3-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 20 km/h and 0.75 \uff04/km. The prices for meeting places A, B, and C are 40, 60, and 80 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 110 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588119
updated_at: 2026-05-23 11:49:37.719685
meta: {}
data:
  {"sample_id": "mpcc_meeting_hard_4__2B_k9N2", "source_id": "mpcc_meeting_hard_4", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / meeting planning / hard / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning to meet up with 5 friends for a little gathering that'll last about 1 hour. We need to pick a day sometime this week and make sure it doesn't clash with anyone's schedule.\n[T2] Oh, and also, we should meet between 8:00 AM and 10:00 PM. Considering travel, the average speed is 35 km/h and it costs $0.25 per km, so the total cost, including the meeting place\u2014either A, B, or C priced at 30, 45, or 60 dollars\u2014shouldn't go over $70.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 1 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 35 km/h\n7. Travel costs $0.25/km\n8. Meeting place prices for meeting places A, B, and C are 30, 45, and 60 $, respectively\n9. Total cost must not exceed $70", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 1 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 35 km/h", "Travel costs $0.25/km", "Meeting place prices for meeting places A, B, and C are 30, 45, and 60 $, respectively", "Total cost must not exceed $70"], "clean_text": "You are going to meet with 5 friends for a 1-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 35 km/h and 0.25 \uff04/km. The prices for meeting places A, B, and C are 30, 45, and 60 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 70 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588170
updated_at: 2026-05-24 17:41:27.398149
meta: {}
data:
  {"sample_id": "mpcc_calendar_medium_13__2B_k6N2", "source_id": "mpcc_calendar_medium_13", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / calendar planning / medium / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need to set up a meeting for 5 attendees. It'll last 2.5 hours, and we have to find a day and time this week when everyone is available.\n[T2] Oh and also, let's make sure the total cost doesn't go over $18.0, and try to keep it as low as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Total cost must not exceed $18.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.5 hours", "Find a day and time within the week", "All attendees must be available", "Total cost must not exceed $18.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.5 hours. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for the week are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 18.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.588222
updated_at: 2026-05-23 11:49:37.139843
meta: {}
data:
  {"sample_id": "mpcc_calendar_medium_29__2B_k6N2", "source_id": "mpcc_calendar_medium_29", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / calendar planning / medium / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need to set up a meeting for 5 attendees that'll last 1.0 hours. Can you help me find a day and time this week when everyone is available?\n[T2] Oh and also, I need to keep the total cost under $9.0, but try to minimize it as much as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.0 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Total cost must not exceed $9.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.0 hours", "Find a day and time within the week", "All attendees must be available", "Total cost must not exceed $9.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.0 hours. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for the week are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 9.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.588272
updated_at: 2026-05-23 11:49:36.786467
meta: {}
data:
  {"sample_id": "mpcc_calendar_medium_17__2B_k6N2", "source_id": "mpcc_calendar_medium_17", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / calendar planning / medium / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you help organize a meeting for 5 attendees? It'll last 2.0 hours, and we need to find a day and time within the week when everyone is available.\n[T2] Oh, and also, let's keep the total cost under $18.0, and try to minimize it as much as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Total cost must not exceed $18.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a day and time within the week", "All attendees must be available", "Total cost must not exceed $18.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for the week are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 18.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.588323
updated_at: 2026-05-23 11:49:36.477000
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_1__2B_k6N2", "source_id": "mpcc_calendar_easy_1", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / calendar planning / easy / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need to set up a meeting for 5 people. It should last 1.5 hours, and we need to find a time during the day when everyone is available.\n[T2] Oh and also, the total cost for this meeting shouldn't go over $16.0, so let's try to minimize the expenses as much as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $16.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $16.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 16.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.588374
updated_at: 2026-05-23 11:49:36.178977
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_12__2B_k6N2", "source_id": "mpcc_calendar_easy_12", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / calendar planning / easy / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need to set up a 2-hour meeting for 5 people. Can you help find a time when everyone is available?\n[T2] Oh, and also, we need to keep the cost under $23.0, but try to spend even less if possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $23.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $23.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 23.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.588425
updated_at: 2026-05-23 11:49:35.877450
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_27__2B_k6N2", "source_id": "mpcc_calendar_easy_27", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / calendar planning / easy / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I need to set up a meeting that lasts for 2.0 hours with 5 attendees. Can you help find a time when everyone is available during the day?\n[T2] Oh and also, we need to keep the total cost under $20.0, and if possible, let's try to minimize it.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $20.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $20.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 20.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.588487
updated_at: 2026-05-24 17:41:51.138441
meta: {}
data:
  {"sample_id": "mpcc_flight_hard_20__2B_k9N2", "source_id": "mpcc_flight_hard_20", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / flight planning / hard / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hi, I'm looking to plan a trip from Amsterdam to Paris between March 25, 2025, and March 27, 2025.\n[T2] Oh and also, I can transit through London, Vienna, or Zurich, but each one only once. I'd like to keep the total cost under $600 and as low as possible. Accommodation is $90 per night at those transit cities, and I need at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Amsterdam\n2. Arrive in Paris\n3. Travel between March 25, 2025 and March 27, 2025\n4. Available transit cities: London, Vienna, and Zurich\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. Accommodation costs $90 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Amsterdam", "Arrive in Paris", "Travel between March 25, 2025 and March 27, 2025", "Available transit cities: London, Vienna, and Zurich", "Total cost must not exceed $600", "Minimize total cost", "Accommodation costs $90 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in Paris from Amsterdam by flight between March 25, 2025, and March 27, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of London, Vienna, and Zurich, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff0490 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04600. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.588646
updated_at: 2026-05-24 17:42:13.773597
meta: {}
data:
  {"sample_id": "mpcc_flight_hard_12__2B_k9N2", "source_id": "mpcc_flight_hard_12", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / flight planning / hard / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from Amsterdam to Brussels, and I need to travel between March 01, 2025, and March 03, 2025.\n[T2] Oh and also, I can transit through Paris, London, or Zurich, but I want to keep the total cost under $500, with accommodations costing $50 per night at these cities. Each transit city should only be visited once, and I need at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Amsterdam\n2. Arrive in Brussels\n3. Travel between March 01, 2025 and March 03, 2025\n4. Available transit cities: Paris, London, and Zurich\n5. Total cost must not exceed $500\n6. Minimize total cost\n7. Accommodation costs $50 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Amsterdam", "Arrive in Brussels", "Travel between March 01, 2025 and March 03, 2025", "Available transit cities: Paris, London, and Zurich", "Total cost must not exceed $500", "Minimize total cost", "Accommodation costs $50 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in Brussels from Amsterdam by flight between March 01, 2025, and March 03, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Paris, London, and Zurich, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff0450 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04500. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.588709
updated_at: 2026-05-24 17:42:31.730647
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_12__2B_k9N2", "source_id": "mpcc_meeting_easy_12", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / meeting planning / easy / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting with 5 friends, and it'll last for 1 hour. Can you help me pick a time for the gathering, sometime between 8:00 AM and 10:00 PM, that works for everyone's schedule?\n[T2] Oh and also, we'll need to factor in the travel and location costs. The average travel speed is 20 km/h, and it costs $0.75 per kilometer. Meeting places A and B cost $40 and $30, respectively. Let's make sure the total cost doesn't go over $105.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 1 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 20 km/h\n7. Travel costs $0.75/km\n8. Meeting place prices for meeting places A and B are 40 and 30 $, respectively\n9. Total cost must not exceed $105", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 1 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 20 km/h", "Travel costs $0.75/km", "Meeting place prices for meeting places A and B are 40 and 30 $, respectively", "Total cost must not exceed $105"], "clean_text": "You are going to meet with 5 friends for a 1-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 20 km/h and 0.75 \uff04/km. The prices for meeting places A and B are 40 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 105 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588771
updated_at: 2026-05-24 17:42:54.232802
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_10__2B_k9N2", "source_id": "mpcc_meeting_easy_10", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / meeting planning / easy / N=2", "requirement_count": 9, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting with 5 friends, and it should last about 2 hours. We need to pick a time during the day between 8:00 AM and 10:00 PM, making sure it fits everyone's schedule.\n[T2] Oh, and also, let's consider travel costs since the average speed is 16 km/h, costing $0.25 per km. We have a choice between meeting place A for $30 or B for $45, but let's make sure the total cost doesn't go over $70.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 16 km/h\n7. Travel costs $0.25/km\n8. Meeting place prices for meeting places A and B are 30 and 45 $, respectively\n9. Total cost must not exceed $70", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 16 km/h", "Travel costs $0.25/km", "Meeting place prices for meeting places A and B are 30 and 45 $, respectively", "Total cost must not exceed $70"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 16 km/h and 0.25 \uff04/km. The prices for meeting places A and B are 30 and 45 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 70 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588826
updated_at: 2026-05-24 17:44:42.788808
meta: {}
data:
  {"sample_id": "mpcc_meeting_hard_26__2B_k9N3", "source_id": "mpcc_meeting_hard_26", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / meeting planning / hard / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting with 5 friends and we want to keep it to about 1 hour. Can you help me pick a day this week for it?\n[T2] Oh and also, the time should be between 8:00 AM and 10:00 PM and we need to make sure it doesn't conflict with anyone's schedule.\n[T3] Actually, one more thing. Considering an average travel speed of 50 km/h and a cost of $0.5 per km, plus the meeting places have prices of $30, $40, and $50, can we keep the total cost under $95?", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 1 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 50 km/h\n7. Travel costs $0.5/km\n8. Meeting place prices for meeting places A, B, and C are 30, 40, and 50 $, respectively\n9. Total cost must not exceed $95", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 1 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 50 km/h", "Travel costs $0.5/km", "Meeting place prices for meeting places A, B, and C are 30, 40, and 50 $, respectively", "Total cost must not exceed $95"], "clean_text": "You are going to meet with 5 friends for a 1-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 50 km/h and 0.5 \uff04/km. The prices for meeting places A, B, and C are 30, 40, and 50 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 95 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588882
updated_at: 2026-05-24 17:45:04.969237
meta: {}
data:
  {"sample_id": "mpcc_meeting_hard_9__2B_k9N3", "source_id": "mpcc_meeting_hard_9", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / meeting planning / hard / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I'm planning a meeting with 5 friends that'll last about 3 hours. We need to pick a day sometime this week.\n[T2] Oh and also, the time's gotta be between 8:00 AM and 10:00 PM, and we can't have any conflicts with everyone's schedules.\n[T3] One more thing, our average travel speed is 20 km/h, with travel costing $0.75/km. Meeting place prices are $40 for A, $60 for B, and $80 for C, and we can't go over $110 total.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 3 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 20 km/h\n7. Travel costs $0.75/km\n8. Meeting place prices for meeting places A, B, and C are 40, 60, and 80 $, respectively\n9. Total cost must not exceed $110", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 3 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 20 km/h", "Travel costs $0.75/km", "Meeting place prices for meeting places A, B, and C are 40, 60, and 80 $, respectively", "Total cost must not exceed $110"], "clean_text": "You are going to meet with 5 friends for a 3-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 20 km/h and 0.75 \uff04/km. The prices for meeting places A, B, and C are 40, 60, and 80 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 110 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588936
updated_at: 2026-05-25 08:00:53.360130
meta: {}
data:
  {"sample_id": "mpcc_meeting_hard_6__2B_k9N3", "source_id": "mpcc_meeting_hard_6", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / meeting planning / hard / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting with 5 friends, and we're looking to hang out for about 2.5 hours. Could you help me figure out a good day this week for us to get together?\n[T2] Oh, and also, we need to meet sometime between 8:00 AM and 10:00 PM to make sure everyone can make it. It\u2019s important there are no schedule conflicts for any attendees.\n[T3] Actually, one more thing, our travel speed is around 50 km/h, and it costs $0.25 per km. So, I need to pick between meeting places A, B, and C, which are priced at $30, $40, and $50, respectively, but the total cost for everything shouldn\u2019t go over $70.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2.5 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 50 km/h\n7. Travel costs $0.25/km\n8. Meeting place prices for meeting places A, B, and C are 30, 40, and 50 $, respectively\n9. Total cost must not exceed $70", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2.5 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 50 km/h", "Travel costs $0.25/km", "Meeting place prices for meeting places A, B, and C are 30, 40, and 50 $, respectively", "Total cost must not exceed $70"], "clean_text": "You are going to meet with 5 friends for a 2.5-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 50 km/h and 0.25 \uff04/km. The prices for meeting places A, B, and C are 30, 40, and 50 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 70 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.588988
updated_at: 2026-05-25 08:01:23.435606
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_13__2B_k7N3", "source_id": "mpcc_calendar_hard_13", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / calendar planning / hard / N=3", "requirement_count": 7, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need to plan a meeting for 5 people that lasts 2.0 hours.\n[T2] Oh and also, please find a day and time that works for everyone within the week.\n[T3] One more thing, choose from 3 meeting rooms and make sure the total cost doesn't go over $18.0. Try to keep it as low as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $18.0\n7. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $18.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 18.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.589041
updated_at: 2026-05-24 11:00:06.836725
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_33__2B_k7N3", "source_id": "mpcc_calendar_hard_33", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / calendar planning / hard / N=3", "requirement_count": 7, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting for 5 people and it needs to last 1.5 hours. Can you help find a day and time this week when everyone is available?\n[T2] Oh and also, we need to pick from 3 meeting rooms, but let's make sure the total cost doesn't go over $13.0.\n[T3] Actually, try to minimize that total cost as much as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $13.0\n7. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $13.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 13.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.589098
updated_at: 2026-05-25 08:05:13.106075
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_25__2B_k7N3", "source_id": "mpcc_calendar_hard_25", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / calendar planning / hard / N=3", "requirement_count": 7, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm trying to set up a meeting this week for 5 people. Can you help figure out a good time when everyone is available?\n[T2] Oh and also, the meeting needs to last 2.0 hours, and we should choose from 3 different meeting rooms.\n[T3] Actually, let's try to keep the total cost under $19.0 and minimize it as much as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $19.0\n7. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $19.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 19.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.589149
updated_at: 2026-05-25 08:05:34.881629
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_5__2B_k6N3", "source_id": "mpcc_calendar_easy_5", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / calendar planning / easy / N=3", "requirement_count": 6, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, can you help me plan a meeting? We need to invite 5 attendees and make sure everyone can make it.\n[T2] Oh and also, the meeting should last about 2.5 hours, so we'll need to find a time during the day when everyone is available.\n[T3] Actually, one more thing\u2014let's try to keep the cost under $20.0 and minimize it as much as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.5 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $20.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.5 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $20.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 2.5 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 20.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.589201
updated_at: 2026-05-25 08:05:54.949873
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_33__2B_k6N3", "source_id": "mpcc_calendar_easy_33", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / calendar planning / easy / N=3", "requirement_count": 6, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need to set up a meeting for 5 attendees. It should last 1.0 hours.\n[T2] Oh and also, we need to find a time that works for everyone during the day. All attendees must be available.\n[T3] One more thing, the total cost for this meeting can't go over $9.0, and we should try to minimize it as much as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.0 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $9.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.0 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $9.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 1.0 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 9.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.589253
updated_at: 2026-05-25 08:06:21.907291
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_2__2B_k6N3", "source_id": "mpcc_calendar_easy_2", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / calendar planning / easy / N=3", "requirement_count": 6, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm trying to set up a meeting for 5 attendees. It should last about 2.0 hours. Can you help find a time that works during the day?\n[T2] Oh, and all the attendees need to be available for the meeting.\n[T3] Actually, I need to keep the total cost under $17.0, and it'd be great to minimize it as much as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $17.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $17.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 17.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.589304
updated_at: 2026-05-25 08:06:42.141408
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_11__2B_k7N3", "source_id": "mpcc_flight_easy_11", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / flight planning / easy / N=3", "requirement_count": 7, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from Toronto to Boston.\n[T2] Oh and also, I want to travel on November 05, 2025, with a transfer in Chicago.\n[T3] One more thing, the total cost should be under $600, but please make it as cheap as possible. And I need at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Toronto\n2. Arrive in Boston\n3. Travel on November 05, 2025\n4. Transfer via Chicago\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. At least one hour buffer between flights", "constraints_list": ["Depart from Toronto", "Arrive in Boston", "Travel on November 05, 2025", "Transfer via Chicago", "Total cost must not exceed $600", "Minimize total cost", "At least one hour buffer between flights"], "clean_text": "On November 05, 2025, you will be arriving in Boston from Toronto by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Chicago, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04600. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.589355
updated_at: 2026-05-25 08:07:20.820795
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_32__2B_k7N3", "source_id": "mpcc_flight_easy_32", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / flight planning / easy / N=3", "requirement_count": 7, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip and I need to fly from Chicago to San Francisco.\n[T2] Oh, and also, I want to travel on August 18, 2025, and make a transfer in Seattle.\n[T3] I forgot to mention, the total cost should not go over $600, and I'd like to keep it as low as possible. Plus, make sure there's at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Chicago\n2. Arrive in San Francisco\n3. Travel on August 18, 2025\n4. Transfer via Seattle\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. At least one hour buffer between flights", "constraints_list": ["Depart from Chicago", "Arrive in San Francisco", "Travel on August 18, 2025", "Transfer via Seattle", "Total cost must not exceed $600", "Minimize total cost", "At least one hour buffer between flights"], "clean_text": "On August 18, 2025, you will be arriving in San Francisco from Chicago by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Seattle, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04600. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.589407
updated_at: 2026-05-25 08:07:43.705906
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_30__2B_k7N3", "source_id": "mpcc_flight_easy_30", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / flight planning / easy / N=3", "requirement_count": 7, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from New York to Los Angeles on June 02, 2025.\n[T2] Oh and also, I'd like to transfer through Atlanta and make sure there's at least a one-hour buffer between flights.\n[T3] Actually, can you help me find options where the total cost doesn't go over $700? I really want to keep it as low as possible.", "constraints_numbered": "1. Depart from New York\n2. Arrive in Los Angeles\n3. Travel on June 02, 2025\n4. Transfer via Atlanta\n5. Total cost must not exceed $700\n6. Minimize total cost\n7. At least one hour buffer between flights", "constraints_list": ["Depart from New York", "Arrive in Los Angeles", "Travel on June 02, 2025", "Transfer via Atlanta", "Total cost must not exceed $700", "Minimize total cost", "At least one hour buffer between flights"], "clean_text": "On June 02, 2025, you will be arriving in Los Angeles from New York by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Atlanta, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04700. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.589458
updated_at: 2026-05-25 19:07:04.239837
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_24__2B_k9N3", "source_id": "mpcc_meeting_easy_24", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / meeting planning / easy / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm trying to plan a meeting with 5 friends that'll last about 3 hours.\n[T2] Oh, and we need to pick a time that works between 8:00 AM and 10:00 PM, and it shouldn't conflict with anyone's schedule.\n[T3] I forgot to mention, the average travel speed is 20 km/h with a cost of $0.75/km. We can use meeting places A and B, which cost $30 and $40, but the total cost can't go over $90.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 3 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 20 km/h\n7. Travel costs $0.75/km\n8. Meeting place prices for meeting places A and B are 30 and 40 $, respectively\n9. Total cost must not exceed $90", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 3 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 20 km/h", "Travel costs $0.75/km", "Meeting place prices for meeting places A and B are 30 and 40 $, respectively", "Total cost must not exceed $90"], "clean_text": "You are going to meet with 5 friends for a 3-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 20 km/h and 0.75 \uff04/km. The prices for meeting places A and B are 30 and 40 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 90 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.589509
updated_at: 2026-05-25 08:11:56.769933
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_27__2B_k9N3", "source_id": "mpcc_meeting_easy_27", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / meeting planning / easy / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a gathering with 5 friends, and I'm trying to find a good time and place for us to meet for about 2 hours sometime during the day.\n[T2] Oh and also, we need to make sure the meeting happens between 8:00 AM and 10:00 PM, and it shouldn't conflict with anyone's schedule.\n[T3] One more thing, considering the travel speed is 11 km/h and costs $0.25/km, and since place A costs $45 and B costs $30, the total shouldn't go over $75.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 11 km/h\n7. Travel costs $0.25/km\n8. Meeting place prices for meeting places A and B are 45 and 30 $, respectively\n9. Total cost must not exceed $75", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 11 km/h", "Travel costs $0.25/km", "Meeting place prices for meeting places A and B are 45 and 30 $, respectively", "Total cost must not exceed $75"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 11 km/h and 0.25 \uff04/km. The prices for meeting places A and B are 45 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 75 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.589561
updated_at: 2026-05-25 08:12:23.050008
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_8__2B_k9N3", "source_id": "mpcc_meeting_easy_8", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench / meeting planning / easy / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I want to organize a meeting with 5 friends, and we need it to last for 2 hours. Can you help me choose a time of day? It needs to be between 8:00 AM and 10:00 PM.\n[T2] Oh, and also, we need to make sure there are no conflicts with anyone's schedule. The average travel speed is 12 km/h, and it costs $1.0 per km to travel.\n[T3] Actually, for the meeting place, I'm considering either A or B, where A costs $40 and B costs $30. We have a total budget of $140, so please keep that in mind.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 12 km/h\n7. Travel costs $1.0/km\n8. Meeting place prices for meeting places A and B are 40 and 30 $, respectively\n9. Total cost must not exceed $140", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 12 km/h", "Travel costs $1.0/km", "Meeting place prices for meeting places A and B are 40 and 30 $, respectively", "Total cost must not exceed $140"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 12 km/h and 1.0 \uff04/km. The prices for meeting places A and B are 40 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 140 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.589613
updated_at: 2026-05-25 08:12:48.886704
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_32__2B_k9N3", "source_id": "mpcc_meeting_medium_32", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / meeting planning / medium / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I'm planning a meeting with 5 friends, and it'll last about 2 hours. We need to pick a day this week that works for everyone.\n[T2] Oh and also, the time should be between 8:00 AM and 10:00 PM, and it can't conflict with anyone's schedule.\n[T3] One more thing, considering travel speed is 20 km/h and costs $0.5/km, plus meeting places A and B cost $45 and $30 respectively, we need to keep the total cost under $85.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 20 km/h\n7. Travel costs $0.5/km\n8. Meeting place prices for meeting places A and B are 45 and 30 $, respectively\n9. Total cost must not exceed $85", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 20 km/h", "Travel costs $0.5/km", "Meeting place prices for meeting places A and B are 45 and 30 $, respectively", "Total cost must not exceed $85"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 20 km/h and 0.5 \uff04/km. The prices for meeting places A and B are 45 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 85 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.589786
updated_at: 2026-05-25 08:34:21.786365
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_15__2B_k9N3", "source_id": "mpcc_meeting_medium_15", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / meeting planning / medium / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting with 5 friends, and it'll last for 2 hours. We need to pick a day within the week that works for everyone.\n[T2] Oh and also, we should schedule it sometime between 8:00 AM and 10:00 PM to avoid any conflicts with our schedules.\n[T3] I forgot to mention, the average travel speed is 30 km/h, and it costs $1.0 per km. Meeting places A and B cost $30 and $40, respectively, and our total cost can't go over $130.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 30 km/h\n7. Travel costs $1.0/km\n8. Meeting place prices for meeting places A and B are 30 and 40 $, respectively\n9. Total cost must not exceed $130", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 30 km/h", "Travel costs $1.0/km", "Meeting place prices for meeting places A and B are 30 and 40 $, respectively", "Total cost must not exceed $130"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 30 km/h and 1.0 \uff04/km. The prices for meeting places A and B are 30 and 40 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 130 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.589841
updated_at: 2026-05-25 08:34:41.134046
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_1__2B_k9N3", "source_id": "mpcc_meeting_medium_1", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / meeting planning / medium / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a get-together with 5 friends for a 2-hour meeting. Can you help me figure out a good time and place for it?\n[T2] Oh, and also, it needs to be sometime this week between 8:00 AM and 10:00 PM, making sure it doesn't conflict with anyone's schedule.\n[T3] I forgot to mention, we should consider travel at an average speed of 17 km/h costing $0.5 per km, and the meeting place can't cost more than $80 total. Options are Place A for $45 or Place B for $30.", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 17 km/h\n7. Travel costs $0.5/km\n8. Meeting place prices for meeting places A and B are 45 and 30 $, respectively\n9. Total cost must not exceed $80", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 17 km/h", "Travel costs $0.5/km", "Meeting place prices for meeting places A and B are 45 and 30 $, respectively", "Total cost must not exceed $80"], "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 17 km/h and 0.5 \uff04/km. The prices for meeting places A and B are 45 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 80 \uff04 and is as low as possible."}


created_at: 2026-05-18 12:04:22.589898
updated_at: 2026-05-25 08:34:49.765613
meta: {}
data:
  {"sample_id": "mpcc_flight_hard_15__2B_k9N3", "source_id": "mpcc_flight_hard_15", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / flight planning / hard / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from Paris to London, and it's between March 10, 2025, and March 12, 2025.\n[T2] Oh and also, I can transit through Amsterdam, Vienna, or Berlin\u2014just one of them though. The total cost needs to be under $500, but I want to keep it as low as possible.\n[T3] I forgot to mention, accommodation in those transit cities costs $80 per night. Plus, I'd like to have at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Paris\n2. Arrive in London\n3. Travel between March 10, 2025 and March 12, 2025\n4. Available transit cities: Amsterdam, Vienna, and Berlin\n5. Total cost must not exceed $500\n6. Minimize total cost\n7. Accommodation costs $80 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Paris", "Arrive in London", "Travel between March 10, 2025 and March 12, 2025", "Available transit cities: Amsterdam, Vienna, and Berlin", "Total cost must not exceed $500", "Minimize total cost", "Accommodation costs $80 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in London from Paris by flight between March 10, 2025, and March 12, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Amsterdam, Vienna, and Berlin, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff0480 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04500. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.589950
updated_at: 2026-05-25 08:34:59.196013
meta: {}
data:
  {"sample_id": "mpcc_flight_hard_18__2B_k9N3", "source_id": "mpcc_flight_hard_18", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / flight planning / hard / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need to plan a trip from London to Berlin.\n[T2] Oh and also, I'll be traveling between March 19, 2025, and March 21, 2025. I can stop in Paris, Zurich, or Amsterdam, but let's keep the total cost under $500.\n[T3] Actually, try to minimize the total cost. Accommodation at transit cities is $80 per night and I'd like to visit each transit city at most once, with at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from London\n2. Arrive in Berlin\n3. Travel between March 19, 2025 and March 21, 2025\n4. Available transit cities: Paris, Zurich, and Amsterdam\n5. Total cost must not exceed $500\n6. Minimize total cost\n7. Accommodation costs $80 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from London", "Arrive in Berlin", "Travel between March 19, 2025 and March 21, 2025", "Available transit cities: Paris, Zurich, and Amsterdam", "Total cost must not exceed $500", "Minimize total cost", "Accommodation costs $80 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in Berlin from London by flight between March 19, 2025, and March 21, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Paris, Zurich, and Amsterdam, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff0480 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04500. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.590003
updated_at: 2026-05-25 08:15:31.082678
meta: {}
data:
  {"sample_id": "mpcc_flight_hard_10__2B_k9N3", "source_id": "mpcc_flight_hard_10", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "hard", "domain_label": "ScheduleBench / flight planning / hard / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip and need to depart from Rome and arrive in Paris.\n[T2] I want to travel between February 15, 2025, and February 17, 2025, and I'm open to stopping in London, Zurich, or Vienna.\n[T3] The total cost can't go over $500, and I'd like to keep it as low as possible. I also need to consider that accommodation in transit cities is $50 per night, each city can only be visited once, and I need at least a one-hour buffer between flights.", "constraints_numbered": "1. Depart from Rome\n2. Arrive in Paris\n3. Travel between February 15, 2025 and February 17, 2025\n4. Available transit cities: London, Zurich, and Vienna\n5. Total cost must not exceed $500\n6. Minimize total cost\n7. Accommodation costs $50 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Rome", "Arrive in Paris", "Travel between February 15, 2025 and February 17, 2025", "Available transit cities: London, Zurich, and Vienna", "Total cost must not exceed $500", "Minimize total cost", "Accommodation costs $50 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in Paris from Rome by flight between February 15, 2025, and February 17, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of London, Zurich, and Vienna, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff0450 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04500. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.590057
updated_at: 2026-05-25 08:15:54.296123
meta: {}
data:
  {"sample_id": "mpcc_calendar_medium_6__2B_k6N3", "source_id": "mpcc_calendar_medium_6", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / calendar planning / medium / N=3", "requirement_count": 6, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a meeting for 5 people, and it needs to last 1.5 hours. Can you help me set that up?\n[T2] Oh, and we need to find a day and time this week when everyone is available.\n[T3] Actually, the total cost for this meeting can't go over $16.0, and it'd be great if we could keep it as low as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Total cost must not exceed $16.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a day and time within the week", "All attendees must be available", "Total cost must not exceed $16.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for the week are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 16.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.590108
updated_at: 2026-05-25 08:16:10.504118
meta: {}
data:
  {"sample_id": "mpcc_calendar_medium_11__2B_k6N3", "source_id": "mpcc_calendar_medium_11", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "calendar planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / calendar planning / medium / N=3", "requirement_count": 6, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need to set up a meeting for 5 attendees. It should last 2.0 hours.\n[T2] Oh and also, it has to be within this week and at a time when everyone can make it.\n[T3] One more thing, the total cost for the meeting shouldn't go over $17.0, and it'd be great if we can keep it as low as possible.", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Total cost must not exceed $17.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a day and time within the week", "All attendees must be available", "Total cost must not exceed $17.0", "Minimize total cost"], "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for the week are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 17.0 \uff04, with the lower the better."}


created_at: 2026-05-18 12:04:22.590160
updated_at: 2026-05-25 08:16:31.760910
meta: {}
data:
  {"sample_id": "mpcc_flight_medium_4__2B_k9N3", "source_id": "mpcc_flight_medium_4", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / flight planning / medium / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from Vienna to Rome and need to travel between January 10, 2025, and January 12, 2025.\n[T2] Oh and also, I can stop in either Berlin or Paris along the way, but I want to keep the total cost under $600.\n[T3] I forgot to mention that accommodation costs $160 per night in the transit cities, and I don't want to visit more than one of them. Plus, I need at least an hour buffer between flights.", "constraints_numbered": "1. Depart from Vienna\n2. Arrive in Rome\n3. Travel between January 10, 2025 and January 12, 2025\n4. Available transit cities: Berlin and Paris\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. Accommodation costs $160 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Vienna", "Arrive in Rome", "Travel between January 10, 2025 and January 12, 2025", "Available transit cities: Berlin and Paris", "Total cost must not exceed $600", "Minimize total cost", "Accommodation costs $160 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in Rome from Vienna by flight between January 10, 2025, and January 12, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Berlin and Paris, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff04160 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04600. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.590213
updated_at: 2026-05-25 08:16:57.295784
meta: {}
data:
  {"sample_id": "mpcc_flight_medium_16__2B_k9N3", "source_id": "mpcc_flight_medium_16", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "task_subtask": "flight planning", "task_difficulty": "medium", "domain_label": "ScheduleBench / flight planning / medium / N=3", "requirement_count": 9, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm planning a trip from Brussels to Amsterdam.\n[T2] Oh and also, I'd like to travel sometime between March 13, 2025, and March 15, 2025, keeping the total cost under $600.\n[T3] Actually, I can transit through Paris or London, but I want to keep costs low, so maybe just one transit city, and I'll need at least an hour between flights. Plus, staying over in a transit city would cost $120 per night.", "constraints_numbered": "1. Depart from Brussels\n2. Arrive in Amsterdam\n3. Travel between March 13, 2025 and March 15, 2025\n4. Available transit cities: Paris and London\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. Accommodation costs $120 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Brussels", "Arrive in Amsterdam", "Travel between March 13, 2025 and March 15, 2025", "Available transit cities: Paris and London", "Total cost must not exceed $600", "Minimize total cost", "Accommodation costs $120 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "clean_text": "You will be arriving in Amsterdam from Brussels by flight between March 13, 2025, and March 15, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Paris and London, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff04120 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04600. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-18 12:04:22.590263
updated_at: 2026-05-25 08:17:15.191310
meta: {}
data:
  {"sample_id": "gui_0066997985759988__2B_k2N2", "source_id": "gui_0066997985759988", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, can you check the score for a recent table tennis match using Chrome?\n[T2] Oh and also, could you share the result with Victor James through Messenger?", "constraints_numbered": "1. Using Chrome, find the score of a recent table tennis match\n2. share the result with Victor James via Messenger", "constraints_list": ["Using Chrome, find the score of a recent table tennis match", "share the result with Victor James via Messenger"], "clean_text": "Using Chrome, find the score of a recent table tennis match and then share the result with Victor James via Messenger."}


created_at: 2026-05-18 12:04:22.590319
updated_at: 2026-05-25 08:17:34.634548
meta: {}
data:
  {"sample_id": "gui_0140656067727410__2B_k2N2", "source_id": "gui_0140656067727410", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, so first, could you use the Textify - Art Font Photo Editor to crop your photo?\n[T2] Oh, and once you\u2019ve got that done, share the edited photo to katsunaksu on Tumblr.", "constraints_numbered": "1. First, use Textify - Art Font Photo Editor to crop your photo\n2. Once that's done, share the edited photo to katsunaksu via Tumblr", "constraints_list": ["First, use Textify - Art Font Photo Editor to crop your photo", "Once that's done, share the edited photo to katsunaksu via Tumblr"], "clean_text": "First, use Textify - Art Font Photo Editor to crop your photo. Once that's done, share the edited photo to katsunaksu via Tumblr."}


created_at: 2026-05-18 12:04:22.596285
updated_at: 2026-05-25 08:35:45.144986
meta: {}
data:
  {"sample_id": "gui_0275080536963094__2B_k3N2", "source_id": "gui_0275080536963094", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I want to listen to a Pop album on Pocket FM:Audio Series.\n[T2] Oh and also, after I enjoy the music, I'll share the name of the album on Instagram with Tzhau Jau.", "constraints_numbered": "1. First, listen to a Pop album on Pocket FM:Audio Series\n2. After enjoying the music\n3. share the name of the album on Instagram with Tzhau Jau", "constraints_list": ["First, listen to a Pop album on Pocket FM:Audio Series", "After enjoying the music", "share the name of the album on Instagram with Tzhau Jau"], "clean_text": "First, listen to a Pop album on Pocket FM:Audio Series. After enjoying the music, share the name of the album on Instagram with Tzhau Jau."}


created_at: 2026-05-18 12:04:22.596394
updated_at: 2026-05-25 08:36:15.780651
meta: {}
data:
  {"sample_id": "gui_0122430166514446__2B_k2N2", "source_id": "gui_0122430166514446", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you use the WOMBO Dream-AI Art Generator app to create an image of a sandcastle?\n[T2] Oh, and also, can you share it with Victor James through the Messenger app?", "constraints_numbered": "1. Use the WOMBO Dream-AI Art Generator app to create an image of a sandcastle\n2. share it with Victor James through the Messenger app", "constraints_list": ["Use the WOMBO Dream-AI Art Generator app to create an image of a sandcastle", "share it with Victor James through the Messenger app"], "clean_text": "Use the WOMBO Dream-AI Art Generator app to create an image of a sandcastle, then share it with Victor James through the Messenger app."}


created_at: 2026-05-18 12:04:22.596485
updated_at: 2026-05-25 08:34:05.087329
meta: {}
data:
  {"sample_id": "gui_0037690483064801__2B_k2N2", "source_id": "gui_0037690483064801", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm looking to crop a photo using Lightroom Photo & Video Editor.\n[T2] Oh, and also, I need to share it to Moments on Instagram.", "constraints_numbered": "1. Use Lightroom Photo & Video Editor to crop a photo\n2. share it to Moments on Instagram", "constraints_list": ["Use Lightroom Photo & Video Editor to crop a photo", "share it to Moments on Instagram"], "clean_text": "Use Lightroom Photo & Video Editor to crop a photo, then share it to Moments on Instagram."}


created_at: 2026-05-18 12:04:22.596550
updated_at: 2026-05-25 08:33:39.864948
meta: {}
data:
  {"sample_id": "gui_0882864577165254__2B_k2N2", "source_id": "gui_0882864577165254", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you check out a review of 'The Midnight Library' by Matt Haig online?\n[T2] Oh and also, head over to Google Play Books & Audiobooks or Instagram to either purchase the ebook or order a physical copy.", "constraints_numbered": "1. Check out a review of 'The Midnight Library' by Matt Haig online\n2. head over to Google Play Books & Audiobooks or Instagram to either purchase the ebook or order a physical copy", "constraints_list": ["Check out a review of 'The Midnight Library' by Matt Haig online", "head over to Google Play Books & Audiobooks or Instagram to either purchase the ebook or order a physical copy"], "clean_text": "Check out a review of 'The Midnight Library' by Matt Haig online and then head over to Google Play Books & Audiobooks or Instagram to either purchase the ebook or order a physical copy."}


created_at: 2026-05-18 12:04:22.596613
updated_at: 2026-05-25 08:33:26.335629
meta: {}
data:
  {"sample_id": "gui_0381227749069251__2B_k3N2", "source_id": "gui_0381227749069251", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm trying to get a better idea about 'The Seven Husbands of Evelyn Hugo' by Taylor Jenkins Reid. Can you go online and read a review for me?\n[T2] Oh, and after that, could you use eBay to buy either an ebook or a physical copy of the book? You might also want to check out related posts on Instagram for some extra insights.", "constraints_numbered": "1. Go online and read a review for 'The Seven Husbands of Evelyn Hugo' by Taylor Jenkins Reid\n2. use eBay to purchase either an ebook or a physical copy of the book\n3. You can also check out related posts on Instagram for more insights", "constraints_list": ["Go online and read a review for 'The Seven Husbands of Evelyn Hugo' by Taylor Jenkins Reid", "use eBay to purchase either an ebook or a physical copy of the book", "You can also check out related posts on Instagram for more insights"], "clean_text": "Go online and read a review for 'The Seven Husbands of Evelyn Hugo' by Taylor Jenkins Reid. Then, use eBay to purchase either an ebook or a physical copy of the book. You can also check out related posts on Instagram for more insights."}


created_at: 2026-05-18 12:04:22.596674
updated_at: 2026-05-25 08:27:34.683655
meta: {}
data:
  {"sample_id": "gui_0335762342468644__2B_k2N2", "source_id": "gui_0335762342468644", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you use Chrome to search for some highly recommended wireless headphones?\n[T2] Oh and once you find a good one, can you go ahead and buy it on eBay?", "constraints_numbered": "1. Using Chrome, search for highly recommended wireless headphones\n2. Once you find a suitable option, proceed to Ebay to purchase it", "constraints_list": ["Using Chrome, search for highly recommended wireless headphones", "Once you find a suitable option, proceed to Ebay to purchase it"], "clean_text": "Using Chrome, search for highly recommended wireless headphones. Once you find a suitable option, proceed to Ebay to purchase it."}


created_at: 2026-05-18 12:04:22.596734
updated_at: 2026-05-25 08:27:25.317314
meta: {}
data:
  {"sample_id": "gui_0381898990462139__2B_k3N2", "source_id": "gui_0381898990462139", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you check out Amazon and Flipkart for me? I'm looking to compare prices for a GoPro HERO10.\n[T2] Oh and also, once you find the one with the lowest price, just go ahead and add it to your shopping cart.", "constraints_numbered": "1. Browse through Amazon\n2. Flipkart to compare prices for a GoPro HERO10\n3. Add the one with the lowest price to your shopping cart", "constraints_list": ["Browse through Amazon", "Flipkart to compare prices for a GoPro HERO10", "Add the one with the lowest price to your shopping cart"], "clean_text": "Browse through Amazon and Flipkart to compare prices for a GoPro HERO10. Add the one with the lowest price to your shopping cart."}


created_at: 2026-05-18 12:04:22.596808
updated_at: 2026-05-25 08:27:13.374907
meta: {}
data:
  {"sample_id": "gui_0334920510755517__2B_k2N2", "source_id": "gui_0334920510755517", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench / Information_Management / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Can you use Firefox to look up information on the properties of a parallelogram?\n[T2] Oh, and could you create a short document summarizing what you find in Google Docs?", "constraints_numbered": "1. Use Firefox to search for information about the properties of a parallelogram\n2. create a brief document summarizing your findings in Google Docs", "constraints_list": ["Use Firefox to search for information about the properties of a parallelogram", "create a brief document summarizing your findings in Google Docs"], "clean_text": "Use Firefox to search for information about the properties of a parallelogram, then create a brief document summarizing your findings in Google Docs."}


created_at: 2026-05-18 12:04:22.596865
updated_at: 2026-05-25 08:27:06.201835
meta: {}
data:
  {"sample_id": "gui_0346609763660743__2B_k2N2", "source_id": "gui_0346609763660743", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench / Information_Management / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you use Pinterest to hunt down an image that really captures an eclectic style?\n[T2] Oh and also, once you've got it, could you go to the Setting app on your phone and set that image as your wallpaper?", "constraints_numbered": "1. Using Pinterest, locate an image that showcases an eclectic style\n2. Once found, navigate to the Setting app on your phone to set this image as your wallpaper", "constraints_list": ["Using Pinterest, locate an image that showcases an eclectic style", "Once found, navigate to the Setting app on your phone to set this image as your wallpaper"], "clean_text": "Using Pinterest, locate an image that showcases an eclectic style. Once found, navigate to the Setting app on your phone to set this image as your wallpaper."}


created_at: 2026-05-18 12:04:22.596920
updated_at: 2026-05-25 08:26:57.902082
meta: {}
data:
  {"sample_id": "gui_0366646636909630__2B_k2N2", "source_id": "gui_0366646636909630", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench / Information_Management / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you find an image that really captures the Scandinavian style on Pinterest?\n[T2] Once you've got the perfect picture, go ahead and set it as your phone's wallpaper using the Settings app.", "constraints_numbered": "1. Using Pinterest, search for an image that exemplifies Scandinavian style\n2. Once you find a suitable picture, set it as your phone's wallpaper through the Settings app", "constraints_list": ["Using Pinterest, search for an image that exemplifies Scandinavian style", "Once you find a suitable picture, set it as your phone's wallpaper through the Settings app"], "clean_text": "Using Pinterest, search for an image that exemplifies Scandinavian style. Once you find a suitable picture, set it as your phone's wallpaper through the Settings app."}


created_at: 2026-05-18 12:04:22.597007
updated_at: 2026-05-25 08:26:51.265228
meta: {}
data:
  {"sample_id": "gui_0040169811074611__2B_k2N2", "source_id": "gui_0040169811074611", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench / Information_Management / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'd like some help using the Zedge Wallpapers & Ringtones app to find a tropical-style image.\n[T2] Oh, and also, could you set that image as my phone's wallpaper using the Settings app?", "constraints_numbered": "1. Using the Zedge Wallpapers & Ringtones app, locate an image that embodies a tropical style\n2. set it as your phone's wallpaper through the Settings app", "constraints_list": ["Using the Zedge Wallpapers & Ringtones app, locate an image that embodies a tropical style", "set it as your phone's wallpaper through the Settings app"], "clean_text": "Using the Zedge Wallpapers & Ringtones app, locate an image that embodies a tropical style and set it as your phone's wallpaper through the Settings app."}


created_at: 2026-05-18 12:04:22.597071
updated_at: 2026-05-25 08:26:40.848054
meta: {}
data:
  {"sample_id": "gui_0185503498056981__2B_k2N2", "source_id": "gui_0185503498056981", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench / General_Tool / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you switch your device to dark mode using the 'Setting' app?\n[T2] Oh and also, could you open the 'Everand' reading app?", "constraints_numbered": "1. Switch your device to dark mode using the 'Setting' app\n2. open the 'Everand' reading app", "constraints_list": ["Switch your device to dark mode using the 'Setting' app", "open the 'Everand' reading app"], "clean_text": "Switch your device to dark mode using the 'Setting' app and then open the 'Everand' reading app."}


created_at: 2026-05-18 12:04:22.597131
updated_at: 2026-05-25 08:26:29.528083
meta: {}
data:
  {"sample_id": "gui_0084888665394360__2B_k2N2", "source_id": "gui_0084888665394360", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench / General_Tool / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I need to switch to dark mode.\n[T2] Oh, and also, launch the reading app Kobo Books - eBooks Audiobooks through the Settings.", "constraints_numbered": "1. Switch to dark mode\n2. launch the reading app Kobo Books - eBooks Audiobooks through the Settings", "constraints_list": ["Switch to dark mode", "launch the reading app Kobo Books - eBooks Audiobooks through the Settings"], "clean_text": "Switch to dark mode and then launch the reading app Kobo Books - eBooks Audiobooks through the Settings."}


created_at: 2026-05-18 12:04:22.597194
updated_at: 2026-05-25 08:26:20.657341
meta: {}
data:
  {"sample_id": "gui_0180872754718232__2B_k2N2", "source_id": "gui_0180872754718232", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench / General_Tool / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you start by going to the Google Play Store and uninstall the Lazada app?\n[T2] Oh, and once that's done, head over to the Settings to check if the Lazada app still shows up in the app resources.", "constraints_numbered": "1. First, use the Google Play Store to uninstall the Lazada app\n2. After completing the uninstallation, navigate to the Settings to verify whether the Lazada app is still listed in the app resources", "constraints_list": ["First, use the Google Play Store to uninstall the Lazada app", "After completing the uninstallation, navigate to the Settings to verify whether the Lazada app is still listed in the app resources"], "clean_text": "First, use the Google Play Store to uninstall the Lazada app. After completing the uninstallation, navigate to the Settings to verify whether the Lazada app is still listed in the app resources."}


created_at: 2026-05-18 12:04:22.597255
updated_at: 2026-05-25 08:37:01.570573
meta: {}
data:
  {"sample_id": "gui_0047234313779636__2B_k2N2", "source_id": "gui_0047234313779636", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench / General_Tool / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you download and set up the Club Factory Shopping India app from the Google Play Store?\n[T2] Oh, and then launch the application once it's all set up.", "constraints_numbered": "1. Download and set up the Club Factory Shopping India app from Google Play Store\n2. launch the application", "constraints_list": ["Download and set up the Club Factory Shopping India app from Google Play Store", "launch the application"], "clean_text": "Download and set up the Club Factory Shopping India app from Google Play Store, then launch the application."}


created_at: 2026-05-18 12:04:22.597317
updated_at: 2026-05-25 08:37:46.460260
meta: {}
data:
  {"sample_id": "gui_0290732580433282__2B_k2N2", "source_id": "gui_0290732580433282", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench / Media_Entertainment / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you watch a video on YouTube about recommendations for fitness tracking apps?\n[T2] Oh, and also, please download one of the suggested apps from the Google Play Store.", "constraints_numbered": "1. Please watch a video on YouTube about recommendations for fitness tracking apps\n2. download one of the suggested apps from the Google Play Store", "constraints_list": ["Please watch a video on YouTube about recommendations for fitness tracking apps", "download one of the suggested apps from the Google Play Store"], "clean_text": "Please watch a video on YouTube about recommendations for fitness tracking apps, and then download one of the suggested apps from the Google Play Store."}


created_at: 2026-05-18 12:04:22.597380
updated_at: 2026-05-25 08:38:03.951424
meta: {}
data:
  {"sample_id": "gui_0069283472940099__2B_k2N2", "source_id": "gui_0069283472940099", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench / Media_Entertainment / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm looking to watch a video on YouTube that goes over some different fitness tracking app recommendations.\n[T2] Oh and also, I'd like to use the Google Play Store to download one of the apps they suggest.", "constraints_numbered": "1. View a video on YouTube that discusses various fitness tracking app recommendations\n2. use the Google Play Store to download one of the suggested apps", "constraints_list": ["View a video on YouTube that discusses various fitness tracking app recommendations", "use the Google Play Store to download one of the suggested apps"], "clean_text": "View a video on YouTube that discusses various fitness tracking app recommendations, and then use the Google Play Store to download one of the suggested apps."}


created_at: 2026-05-18 12:04:22.597442
updated_at: 2026-05-25 08:38:18.160399
meta: {}
data:
  {"sample_id": "gui_0015844124232805__2B_k2N2", "source_id": "gui_0015844124232805", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench / Media_Entertainment / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, can you help me out by launching a serene soundscape video on YouTube?\n[T2] Oh, and also, could you use the Clock app to set a wake-up timer for me?", "constraints_numbered": "1. Launch a serene soundscape video on YouTube\n2. use the Clock app to set a wake-up timer", "constraints_list": ["Launch a serene soundscape video on YouTube", "use the Clock app to set a wake-up timer"], "clean_text": "Launch a serene soundscape video on YouTube and use the Clock app to set a wake-up timer."}


created_at: 2026-05-18 12:04:22.597506
updated_at: 2026-05-25 08:38:35.498953
meta: {}
data:
  {"sample_id": "gui_0243527942723374__2B_k2N2", "source_id": "gui_0243527942723374", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench / Media_Entertainment / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I need to watch a makeup tutorial on YouTube.\n[T2] Oh and also, while I'm practicing the look, I should keep track of the time using the Clock app.", "constraints_numbered": "1. Watch a makeup tutorial on YouTube\n2. practice the look while keeping track of time using the Clock app", "constraints_list": ["Watch a makeup tutorial on YouTube", "practice the look while keeping track of time using the Clock app"], "clean_text": "Watch a makeup tutorial on YouTube and practice the look while keeping track of time using the Clock app."}


created_at: 2026-05-18 12:04:22.597570
updated_at: 2026-05-25 08:38:50.211729
meta: {}
data:
  {"sample_id": "gui_0243587092778583__2B_k5N2", "source_id": "gui_0243587092778583", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench / Multi_Apps / N=2", "requirement_count": 5, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you start by installing 'Shorts VotTak: Short Video App' from the 'Google Play Store' for me?\n[T2] Oh, and once it's installed, open the app, then go into the 'Setting' app to turn off notifications for 'Shorts VotTak'. After that, could you reopen it and watch a video?", "constraints_numbered": "1. First, install 'Shorts VotTak: Short Video App' via the 'Google Play Store'\n2. After installation\n3. launch the 'Shorts VotTak' app\n4. navigate to the 'Setting' app to disable notifications for 'Shorts VotTak'\n5. reopen 'Shorts VotTak' to watch a video", "constraints_list": ["First, install 'Shorts VotTak: Short Video App' via the 'Google Play Store'", "After installation", "launch the 'Shorts VotTak' app", "navigate to the 'Setting' app to disable notifications for 'Shorts VotTak'", "reopen 'Shorts VotTak' to watch a video"], "clean_text": "First, install 'Shorts VotTak: Short Video App' via the 'Google Play Store'. After installation, launch the 'Shorts VotTak' app. Next, navigate to the 'Setting' app to disable notifications for 'Shorts VotTak'. Finally, reopen 'Shorts VotTak' to watch a video."}


created_at: 2026-05-18 12:04:22.597629
updated_at: 2026-05-25 08:39:05.540420
meta: {}
data:
  {"sample_id": "gui_0053721915679562__2B_k2N2", "source_id": "gui_0053721915679562", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench / Multi_Apps / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Can you help me organize a movie night? I want to pick a fantasy movie using DuckDuckGo, get some snacks added to my Amazon cart, and send out invitations to katsunaksu on the Tumblr app.\n[T2] Oh, and also, I need to set a reminder on Clock for this movie night.", "constraints_numbered": "1. Organize a movie night by selecting a fantasy movie on DuckDuckgo, adding some snacks to your Amazon shopping cart, sending out invitations to katsunaksu via Tumblr app\n2. setting a reminder on Clock", "constraints_list": ["Organize a movie night by selecting a fantasy movie on DuckDuckgo, adding some snacks to your Amazon shopping cart, sending out invitations to katsunaksu via Tumblr app", "setting a reminder on Clock"], "clean_text": "Organize a movie night by selecting a fantasy movie on DuckDuckgo, adding some snacks to your Amazon shopping cart, sending out invitations to katsunaksu via Tumblr app, and setting a reminder on Clock."}


created_at: 2026-05-18 12:04:22.597684
updated_at: 2026-05-25 08:39:22.057723
meta: {}
data:
  {"sample_id": "gui_0297037978778462__2B_k4N2", "source_id": "gui_0297037978778462", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench / Multi_Apps / N=2", "requirement_count": 4, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you find a photo of an Iris using the Duckduckgo Private Browser?\n[T2] Oh and also, if the Picturethis app confirms it's an Iris, can you document the image and the plant name in a Dropbox Paper document?", "constraints_numbered": "1. Locate a photograph of an Iris using the Duckduckgo Private Browser\n2. identify the plant using the Picturethis app\n3. If the identification confirms it is indeed an Iris, document the image\n4. the plant name in a Dropbox Paper document", "constraints_list": ["Locate a photograph of an Iris using the Duckduckgo Private Browser", "identify the plant using the Picturethis app", "If the identification confirms it is indeed an Iris, document the image", "the plant name in a Dropbox Paper document"], "clean_text": "Locate a photograph of an Iris using the Duckduckgo Private Browser, then identify the plant using the Picturethis app. If the identification confirms it is indeed an Iris, document the image and the plant name in a Dropbox Paper document."}


created_at: 2026-05-18 12:04:22.597739
updated_at: 2026-05-24 17:23:27.460504
meta: {}
data:
  {"sample_id": "gui_0018651612081817__2B_k4N2", "source_id": "gui_0018651612081817", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench / Multi_Apps / N=2", "requirement_count": 4, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I'm trying to plan a nutritious lunch for tomorrow. Could you help me choose some meals and jot down the details in Google Keep?\n[T2] Oh and also, I want to watch a YouTube video to learn how to prepare one of the dishes. Maybe you could refer to Quora for some tips and advice on healthy eating as well?", "constraints_numbered": "1. Choose a nutritious lunch plan for tomorrow, jot down the details in Google Keep\n2. watch a YouTube video to learn how to prepare one of the dishes\n3. Additionally, refer to Quora for tips\n4. advice on healthy eating", "constraints_list": ["Choose a nutritious lunch plan for tomorrow, jot down the details in Google Keep", "watch a YouTube video to learn how to prepare one of the dishes", "Additionally, refer to Quora for tips", "advice on healthy eating"], "clean_text": "Choose a nutritious lunch plan for tomorrow, jot down the details in Google Keep, and watch a YouTube video to learn how to prepare one of the dishes. Additionally, refer to Quora for tips and advice on healthy eating."}


created_at: 2026-05-18 12:04:22.597792
updated_at: 2026-05-25 08:39:43.865299
meta: {}
data:
  {"sample_id": "gui_0381227749069251__2B_k3N3", "source_id": "gui_0381227749069251", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you go online and read a review for 'The Seven Husbands of Evelyn Hugo' by Taylor Jenkins Reid?\n[T2] Oh and also, use eBay to buy either an ebook or a physical copy of the book.\n[T3] Actually, you can also check out related posts on Instagram for more insights.", "constraints_numbered": "1. Go online and read a review for 'The Seven Husbands of Evelyn Hugo' by Taylor Jenkins Reid\n2. use eBay to purchase either an ebook or a physical copy of the book\n3. You can also check out related posts on Instagram for more insights", "constraints_list": ["Go online and read a review for 'The Seven Husbands of Evelyn Hugo' by Taylor Jenkins Reid", "use eBay to purchase either an ebook or a physical copy of the book", "You can also check out related posts on Instagram for more insights"], "clean_text": "Go online and read a review for 'The Seven Husbands of Evelyn Hugo' by Taylor Jenkins Reid. Then, use eBay to purchase either an ebook or a physical copy of the book. You can also check out related posts on Instagram for more insights."}


created_at: 2026-05-18 12:04:22.597844
updated_at: 2026-05-24 17:25:40.550283
meta: {}
data:
  {"sample_id": "gui_0882676711050980__2B_k2N3", "source_id": "gui_0882676711050980", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm looking to find a highly recommended action camera. Could you check Threads for some top-rated options?\n[T2] Oh and also, once you find a good option, go ahead and purchase it on AliExpress.\n[T3] Actually, make sure the camera is well-reviewed and maybe look at a couple of different opinions before buying.", "constraints_numbered": "1. Utilize Threads to gather recommendations for a top-rated action camera\n2. proceed to purchase the selected camera on AliExpress", "constraints_list": ["Utilize Threads to gather recommendations for a top-rated action camera", "proceed to purchase the selected camera on AliExpress"], "clean_text": "Utilize Threads to gather recommendations for a top-rated action camera and then proceed to purchase the selected camera on AliExpress."}


created_at: 2026-05-18 12:04:22.597898
updated_at: 2026-05-25 08:41:25.147095
meta: {}
data:
  {"sample_id": "gui_0257941055739467__2B_k4N3", "source_id": "gui_0257941055739467", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=3", "requirement_count": 4, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm looking to buy a highly recommended portable speaker. Can you help me find one on Amazon?\n[T2] Oh and also, before I actually make the purchase, I want to discuss my choice on Threads.\n[T3] Actually, I need to confirm my choice with others on Threads before I go ahead and buy it.", "constraints_numbered": "1. Use Amazon to search for a highly recommended portable speaker\n2. Once you have found one that meets your criteria, proceed to purchase it\n3. Additionally, use Threads to discuss\n4. confirm your choice with others before making the purchase", "constraints_list": ["Use Amazon to search for a highly recommended portable speaker", "Once you have found one that meets your criteria, proceed to purchase it", "Additionally, use Threads to discuss", "confirm your choice with others before making the purchase"], "clean_text": "Use Amazon to search for a highly recommended portable speaker. Once you have found one that meets your criteria, proceed to purchase it. Additionally, use Threads to discuss and confirm your choice with others before making the purchase."}


created_at: 2026-05-18 12:04:22.597953
updated_at: 2026-05-24 17:27:00.620274
meta: {}
data:
  {"sample_id": "gui_0535157010756113__2B_k2N3", "source_id": "gui_0535157010756113", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you help me find some top-rated noise-cancelling headphones? Maybe check out some reviews on Instagram to see what people are recommending.\n[T2] Oh, and once you've found a pair that's highly recommended, could you go ahead and buy them from AliExpress?\n[T3] Actually, make sure the purchase is made directly on AliExpress.", "constraints_numbered": "1. Locate top-rated noise-cancelling headphones by researching recommendations, perhaps by browsing reviews on Instagram\n2. Once you've identified a highly recommended pair, proceed to purchase them from AliExpress", "constraints_list": ["Locate top-rated noise-cancelling headphones by researching recommendations, perhaps by browsing reviews on Instagram", "Once you've identified a highly recommended pair, proceed to purchase them from AliExpress"], "clean_text": "Locate top-rated noise-cancelling headphones by researching recommendations, perhaps by browsing reviews on Instagram. Once you've identified a highly recommended pair, proceed to purchase them from AliExpress."}


created_at: 2026-05-18 12:04:22.598007
updated_at: 2026-05-24 17:28:43.483306
meta: {}
data:
  {"sample_id": "gui_0911221190749005__2B_k3N3", "source_id": "gui_0911221190749005", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench / Web_Shopping / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm looking to get a highly recommended air purifier. Can you use Instagram to research and find a good one?\n[T2] Oh and also, once you find one on Instagram, could you use Amazon to purchase it for me?\n[T3] Actually, just make sure it's highly recommended so we know it's a solid choice.", "constraints_numbered": "1. Utilize Instagram to research\n2. find a highly recommended air purifier\n3. use Amazon to purchase one", "constraints_list": ["Utilize Instagram to research", "find a highly recommended air purifier", "use Amazon to purchase one"], "clean_text": "Utilize Instagram to research and find a highly recommended air purifier, and then use Amazon to purchase one."}


created_at: 2026-05-18 12:04:22.598061
updated_at: 2026-05-24 17:29:05.417960
meta: {}
data:
  {"sample_id": "gui_0231062583579609__2B_k2N3", "source_id": "gui_0231062583579609", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, can you check out BBC News for the latest updates on Global Economic Trends?\n[T2] Oh and also, once you find an article, could you share it with Tzhau Jau on Instagram?", "constraints_numbered": "1. Utilize BBC News to search for the latest updates on Global Economic Trends\n2. share the discovered article with Tzhau Jau via Instagram", "constraints_list": ["Utilize BBC News to search for the latest updates on Global Economic Trends", "share the discovered article with Tzhau Jau via Instagram"], "clean_text": "Utilize BBC News to search for the latest updates on Global Economic Trends, and then share the discovered article with Tzhau Jau via Instagram."}


created_at: 2026-05-18 12:04:22.598113
updated_at: 2026-05-24 17:29:44.581728
meta: {}
data:
  {"sample_id": "gui_0262468706092807__2B_k3N3", "source_id": "gui_0262468706092807", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need to select a photo from my album.\n[T2] Oh and also, I want to share it on Tumblr using Vaulty: Hide Pictures Videos.\n[T3] Actually, make sure to share it with katsunaksu.", "constraints_numbered": "1. Select a photo from your album\n2. share it on Tumblr using Vaulty: Hide Pictures Videos\n3. Make sure to share it with katsunaksu", "constraints_list": ["Select a photo from your album", "share it on Tumblr using Vaulty: Hide Pictures Videos", "Make sure to share it with katsunaksu"], "clean_text": "Select a photo from your album and share it on Tumblr using Vaulty: Hide Pictures Videos. Make sure to share it with katsunaksu."}


created_at: 2026-05-18 12:04:22.598165
updated_at: 2026-05-24 17:30:03.386315
meta: {}
data:
  {"sample_id": "gui_0000922671359408__2B_k2N3", "source_id": "gui_0000922671359408", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you help set up an online meeting using ZOOM Cloud Meetings?\n[T2] Oh and also, once it's set up, can you send the meeting link to Victor James through Messenger?", "constraints_numbered": "1. Set up an online meeting using ZOOM Cloud Meetings\n2. send the meeting link to Victor James via Messenger", "constraints_list": ["Set up an online meeting using ZOOM Cloud Meetings", "send the meeting link to Victor James via Messenger"], "clean_text": "Set up an online meeting using ZOOM Cloud Meetings, and then send the meeting link to Victor James via Messenger."}


created_at: 2026-05-18 12:04:22.598218
updated_at: 2026-05-24 17:35:09.036325
meta: {}
data:
  {"sample_id": "gui_0092439816310016__2B_k2N3", "source_id": "gui_0092439816310016", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench / Social_Sharing / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'd like to set up an online meeting using Microsoft Teams.\n[T2] Oh and also, could you send the meeting link to my friend through Gmail?", "constraints_numbered": "1. Set up an online meeting via Microsoft Teams\n2. send the meeting link to your friend using Gmail", "constraints_list": ["Set up an online meeting via Microsoft Teams", "send the meeting link to your friend using Gmail"], "clean_text": "Set up an online meeting via Microsoft Teams and send the meeting link to your friend using Gmail."}


created_at: 2026-05-18 12:04:22.598502
updated_at: 2026-05-24 17:35:26.274471
meta: {}
data:
  {"sample_id": "gui_0204226739513713__2B_k2N3", "source_id": "gui_0204226739513713", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench / General_Tool / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Can you switch to dark mode in the Settings app for me?\n[T2] Oh and also, could you launch the Kobo Books - eBooks Audiobooks app?\n[T3] That's for reading, by the way!", "constraints_numbered": "1. Switch to dark mode via the Settings app\n2. launch the Kobo Books - eBooks Audiobooks app for reading", "constraints_list": ["Switch to dark mode via the Settings app", "launch the Kobo Books - eBooks Audiobooks app for reading"], "clean_text": "Switch to dark mode via the Settings app, then launch the Kobo Books - eBooks Audiobooks app for reading."}


created_at: 2026-05-18 12:04:22.598631
updated_at: 2026-05-24 17:35:36.711548
meta: {}
data:
  {"sample_id": "gui_0182869798349621__2B_k2N3", "source_id": "gui_0182869798349621", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench / General_Tool / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, can you check Bloomberg: Finance Market News for today's stock market news on Pfizer?\n[T2] Oh and also, could you open Investing.com to see the stock price trends?", "constraints_numbered": "1. Utilize Bloomberg: Finance Market News to search for today's stock market news on Pfizer\n2. open Investing.com to check the stock price trends", "constraints_list": ["Utilize Bloomberg: Finance Market News to search for today's stock market news on Pfizer", "open Investing.com to check the stock price trends"], "clean_text": "Utilize Bloomberg: Finance Market News to search for today's stock market news on Pfizer. Afterwards, open Investing.com to check the stock price trends."}


created_at: 2026-05-18 12:04:22.598702
updated_at: 2026-05-24 17:35:51.078607
meta: {}
data:
  {"sample_id": "gui_0214300008821039__2B_k2N3", "source_id": "gui_0214300008821039", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench / General_Tool / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need to download the SHEIN app from the Google Play Store.\n[T2] Oh and also, once it's downloaded, I should launch the app.", "constraints_numbered": "1. Download the SHEIN app from the Google Play Store.\n2. Launch the SHEIN app.", "constraints_list": ["Download the SHEIN app from the Google Play Store.", "Launch the SHEIN app."], "clean_text": "Download the SHEIN app from the Google Play Store and launch it."}


created_at: 2026-05-18 12:04:22.598771
updated_at: 2026-05-24 17:36:05.454518
meta: {}
data:
  {"sample_id": "gui_0191751033400150__2B_k2N3", "source_id": "gui_0191751033400150", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench / General_Tool / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, can you switch to dark mode in the Settings app for me?\n[T2] Actually, could you also open the Amazon Kindle reading app?", "constraints_numbered": "1. Switch to dark mode in the Settings app\n2. open the Amazon Kindle reading app", "constraints_list": ["Switch to dark mode in the Settings app", "open the Amazon Kindle reading app"], "clean_text": "Switch to dark mode in the Settings app, then open the Amazon Kindle reading app."}


created_at: 2026-05-18 12:04:22.598839
updated_at: 2026-05-24 17:36:28.939036
meta: {}
data:
  {"sample_id": "gui_0182300322856881__2B_k3N3", "source_id": "gui_0182300322856881", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench / Multi_Apps / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need to read an English news article from AP News.\n[T2] Oh and also, could you use Google Translate to translate the article's title into Dutch?\n[T3] Actually, one more thing, please keep a record of the translated title in Google Docs.", "constraints_numbered": "1. Using AP News, read an English news article\n2. use Google Translate to translate its title into Dutch\n3. finally keep a record of the translated title in Google Docs", "constraints_list": ["Using AP News, read an English news article", "use Google Translate to translate its title into Dutch", "finally keep a record of the translated title in Google Docs"], "clean_text": "Using AP News, read an English news article, then use Google Translate to translate its title into Dutch, and finally keep a record of the translated title in Google Docs."}


created_at: 2026-05-18 12:04:22.598908
updated_at: 2026-05-24 17:36:49.388902
meta: {}
data:
  {"sample_id": "gui_0002412570554203__2B_k2N3", "source_id": "gui_0002412570554203", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench / Multi_Apps / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you find a photograph of a Bougainvillea and use the Plantin app to identify it?\n[T2] Oh and also, if the identification is accurate, can you document the image and the plant's name in a Microsoft Word file?\n[T3] I forgot to mention, you'll need to use the Opera browser with AI for any extra information you might need.", "constraints_numbered": "1. Locate a photograph of a Bougainvillea, use the Plantin app to identify it\n2. if the identification is accurate, document the image and the plant's name in a Microsoft Word file, utilizing the Opera browser with AI for any additional information needed", "constraints_list": ["Locate a photograph of a Bougainvillea, use the Plantin app to identify it", "if the identification is accurate, document the image and the plant's name in a Microsoft Word file, utilizing the Opera browser with AI for any additional information needed"], "clean_text": "Locate a photograph of a Bougainvillea, use the Plantin app to identify it, and if the identification is accurate, document the image and the plant's name in a Microsoft Word file, utilizing the Opera browser with AI for any additional information needed."}


created_at: 2026-05-18 12:04:22.598977
updated_at: 2026-05-24 17:37:26.268490
meta: {}
data:
  {"sample_id": "gui_0021006740023566__2B_k4N3", "source_id": "gui_0021006740023566", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench / Multi_Apps / N=3", "requirement_count": 4, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you start by using the Google Play Store to uninstall the TikTok app?\n[T2] Oh and also, make sure you verify that TikTok has been successfully removed from your device.\n[T3] Actually, after that, could you download a similar app called Triller from the Google Play Store and then open it?", "constraints_numbered": "1. First, use Google Play Store to uninstall the TikTok app\n2. verify that TikTok has been successfully removed from your device\n3. download a similar app, Triller, from Google Play Store\n4. proceed to open it", "constraints_list": ["First, use Google Play Store to uninstall the TikTok app", "verify that TikTok has been successfully removed from your device", "download a similar app, Triller, from Google Play Store", "proceed to open it"], "clean_text": "First, use Google Play Store to uninstall the TikTok app. After that, verify that TikTok has been successfully removed from your device. Next, download a similar app, Triller, from Google Play Store and then proceed to open it."}


created_at: 2026-05-18 12:04:22.599045
updated_at: 2026-05-24 17:37:56.599624
meta: {}
data:
  {"sample_id": "gui_0098639810726156__2B_k2N3", "source_id": "gui_0098639810726156", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench / Multi_Apps / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you help me plan a nutritious lunch for tomorrow? I want to find it on Quora and then jot it down using Simplenote.\n[T2] Actually, I also want to watch a YouTube video on how to prepare one of the dishes from the plan.\n[T3] Oh and also, make sure everything is ready for the next day!", "constraints_numbered": "1. Choose a nutritious lunch plan for the next day using Quora, jot it down using Simplenote\n2. watch a YouTube video on how to prepare one of the dishes", "constraints_list": ["Choose a nutritious lunch plan for the next day using Quora, jot it down using Simplenote", "watch a YouTube video on how to prepare one of the dishes"], "clean_text": "Choose a nutritious lunch plan for the next day using Quora, jot it down using Simplenote, and then watch a YouTube video on how to prepare one of the dishes."}


created_at: 2026-05-18 12:04:22.599111
updated_at: 2026-05-24 17:38:09.250768
meta: {}
data:
  {"sample_id": "gui_0244119422993461__2B_k2N3", "source_id": "gui_0244119422993461", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench / Information_Management / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm looking to find a nearby football field using Waze Navigation & Live Traffic. Can you help with that?\n[T2] Oh and also, I need to access the Google Play Store to download a fitness tracking app to set my fitness goals.\n[T3] Actually, if you could recommend a good fitness tracking app, that'd be great!", "constraints_numbered": "1. Locate a nearby football field using Waze Navigation & Live Traffic\n2. access Google Play Store to download a fitness tracking app for setting your fitness goals", "constraints_list": ["Locate a nearby football field using Waze Navigation & Live Traffic", "access Google Play Store to download a fitness tracking app for setting your fitness goals"], "clean_text": "Locate a nearby football field using Waze Navigation & Live Traffic, and then access Google Play Store to download a fitness tracking app for setting your fitness goals."}


created_at: 2026-05-18 12:04:22.599163
updated_at: 2026-05-24 17:38:25.661660
meta: {}
data:
  {"sample_id": "gui_0291015195554670__2B_k2N3", "source_id": "gui_0291015195554670", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench / Information_Management / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm trying to get into yoga, so could you use DuckDuckGo to find out how to practice it?\n[T2] Oh and also, once you've got all the info, can you use Microsoft To Do to set a reminder for me to follow the tutorial on the website?\n[T3] Actually, make sure the reminder is saved so I don't forget to check it out.", "constraints_numbered": "1. First, use DuckDuckgo to research how to practice yoga\n2. Once you've gathered the necessary information, use Microsoft To Do to create a reminder to follow the tutorial on the website", "constraints_list": ["First, use DuckDuckgo to research how to practice yoga", "Once you've gathered the necessary information, use Microsoft To Do to create a reminder to follow the tutorial on the website"], "clean_text": "First, use DuckDuckgo to research how to practice yoga. Once you've gathered the necessary information, use Microsoft To Do to create a reminder to follow the tutorial on the website."}


created_at: 2026-05-18 12:04:22.599229
updated_at: 2026-05-25 08:02:16.190186
meta: {}
data:
  {"sample_id": "gui_0293251390167092__2B_k2N3", "source_id": "gui_0293251390167092", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench / Information_Management / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm looking to find a nearby fitness training center using Citymapper.\n[T2] Oh and also, after that, I need to use the Google Play Store to download a fitness tracking app.\n[T3] Actually, the app should help me set my fitness goals.", "constraints_numbered": "1. Locate a nearby fitness training center using Citymapper\n2. afterward, use the Google Play Store to download a fitness tracking app to set your fitness goals", "constraints_list": ["Locate a nearby fitness training center using Citymapper", "afterward, use the Google Play Store to download a fitness tracking app to set your fitness goals"], "clean_text": "Locate a nearby fitness training center using Citymapper, and afterward, use the Google Play Store to download a fitness tracking app to set your fitness goals."}


created_at: 2026-05-18 12:04:22.599295
updated_at: 2026-05-25 08:02:41.370557
meta: {}
data:
  {"sample_id": "gui_0306641359706927__2B_k3N3", "source_id": "gui_0306641359706927", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench / Information_Management / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I'm trying to find out what the most popular Kia car model is right now.\n[T2] Oh and also, could you check its price using the AutoScout24: Buy & sell cars app?\n[T3] Actually, if you need to do any extra research, feel free to use the Opera browser.", "constraints_numbered": "1. Identify the most popular Kia car product\n2. verify its price using the AutoScout24: Buy & sell cars app\n3. You can utilize the Opera browser if needed for additional research", "constraints_list": ["Identify the most popular Kia car product", "verify its price using the AutoScout24: Buy & sell cars app", "You can utilize the Opera browser if needed for additional research"], "clean_text": "Identify the most popular Kia car product and verify its price using the AutoScout24: Buy & sell cars app. You can utilize the Opera browser if needed for additional research."}


created_at: 2026-05-18 12:04:22.599361
updated_at: 2026-05-25 08:03:16.174623
meta: {}
data:
  {"sample_id": "gui_0137575778052679__2B_k2N3", "source_id": "gui_0137575778052679", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench / Media_Entertainment / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need to find an action movie to watch. Could you use Firefox to browse for one?\n[T2] Oh and also, I want to watch it on the Tubi: Movies & Live TV app.\n[T3] That's it, just those two things. Thanks!", "constraints_numbered": "1. Utilize Firefox to browse for an action movie\n2. watch it using the Tubi: Movies & Live TV app", "constraints_list": ["Utilize Firefox to browse for an action movie", "watch it using the Tubi: Movies & Live TV app"], "clean_text": "Utilize Firefox to browse for an action movie and then watch it using the Tubi: Movies & Live TV app."}


created_at: 2026-05-18 12:04:22.599424
updated_at: 2026-05-25 08:42:20.411032
meta: {}
data:
  {"sample_id": "gui_0107883386619316__2B_k2N3", "source_id": "gui_0107883386619316", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench / Media_Entertainment / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you use the Chrome browser to look up different music streaming apps for me?\n[T2] Oh and also, once you've got enough info, go ahead and download one of those apps from the Google Play Store.", "constraints_numbered": "1. Utilize the Chrome browser to research various Music Streaming applications\n2. Once you have gathered sufficient information, proceed to download one of these apps via the Google Play Store", "constraints_list": ["Utilize the Chrome browser to research various Music Streaming applications", "Once you have gathered sufficient information, proceed to download one of these apps via the Google Play Store"], "clean_text": "Utilize the Chrome browser to research various Music Streaming applications. Once you have gathered sufficient information, proceed to download one of these apps via the Google Play Store."}


created_at: 2026-05-18 12:04:22.599637
updated_at: 2026-05-25 08:42:35.990242
meta: {}
data:
  {"sample_id": "gui_0346068274624792__2B_k2N3", "source_id": "gui_0346068274624792", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench / Media_Entertainment / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I want to watch a magic trick tutorial on YouTube.\n[T2] Oh, and also, I need to practice the trick afterward.\n[T3] Actually, while practicing, I'll keep track of my time using the Clock app.", "constraints_numbered": "1. Watch a magic trick tutorial on YouTube\n2. practice it, keeping track of your time with the Clock app", "constraints_list": ["Watch a magic trick tutorial on YouTube", "practice it, keeping track of your time with the Clock app"], "clean_text": "Watch a magic trick tutorial on YouTube and practice it, keeping track of your time with the Clock app."}


created_at: 2026-05-18 12:04:22.599713
updated_at: 2026-05-25 10:20:47.587300
meta: {}
data:
  {"sample_id": "gui_0135568827116062__2B_k4N3", "source_id": "gui_0135568827116062", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench / Media_Entertainment / N=3", "requirement_count": 4, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, can you open Instagram for me?\n[T2] Oh and also, find a trending video to watch there.\n[T3] One more thing, switch to the Setting app and adjust the volume on your phone to the maximum level.", "constraints_numbered": "1. First, open Instagram\n2. find a trending video to watch\n3. switch to the Setting app\n4. adjust the volume on your phone to the maximum level", "constraints_list": ["First, open Instagram", "find a trending video to watch", "switch to the Setting app", "adjust the volume on your phone to the maximum level"], "clean_text": "First, open Instagram and find a trending video to watch. Then, switch to the Setting app and adjust the volume on your phone to the maximum level."}


created_at: 2026-05-18 12:04:22.599780
updated_at: 2026-05-25 10:32:05.001712
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_113432_673307_0__2B_k3N2", "source_id": "emb_trial_T20190908_113432_673307_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you head over to the center kitchen console and grab the egg there?\n[T2] Oh and also, pop over to the microwave to heat the egg, and then head to the black bin to toss it in.", "constraints_numbered": "1. Go to the center kitchen console, then pick up the egg from the center kitchen console\n2. Go to the microwave, then heat the egg in the microwave\n3. Go to the black bin, then place the egg in the black bin", "constraints_list": ["Go to the center kitchen console, then pick up the egg from the center kitchen console", "Go to the microwave, then heat the egg in the microwave", "Go to the black bin, then place the egg in the black bin"], "clean_text": "Place a heated egg in a bin"}


created_at: 2026-05-18 12:04:22.599852
updated_at: 2026-05-25 10:35:55.956491
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_073839_704604_1__2B_k6N2", "source_id": "emb_trial_T20190908_073839_704604_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I need you to turn right and head toward the fridge, then take another right into the kitchen and go to the sink. Grab the butter knife from there.\n[T2] Oh and also, turn right to go around the end of the counter to the black trash bin. Cut the green apple in the bin with the knife, put the knife in the bin, and pick up an apple piece. Turn left, head back into the kitchen, and face the microwave above the oven. Heat the apple piece in the microwave, take it out, and then turn left to return to the trash bin and put the apple piece back in.", "constraints_numbered": "1. Turn right and walk toward the fridge, then turn right into the kitchen and approach the sink, then pick up the butter knife from the sink\n2. Turn right and walk around the end of the counter to the black trash bin, then cut the green apple in the bin with the knife\n3. Put the knife in the trash bin\n4. Pick up an apple piece from the trash bin\n5. Turn left and walk back into the kitchen then turn left to face the microwave above the oven, then heat the apple piece in the microwave then remove it\n6. Turn left and walk back around to the trash bin, then put the apple piece in the trash bin", "constraints_list": ["Turn right and walk toward the fridge, then turn right into the kitchen and approach the sink, then pick up the butter knife from the sink", "Turn right and walk around the end of the counter to the black trash bin, then cut the green apple in the bin with the knife", "Put the knife in the trash bin", "Pick up an apple piece from the trash bin", "Turn left and walk back into the kitchen then turn left to face the microwave above the oven, then heat the apple piece in the microwave then remove it", "Turn left and walk back around to the trash bin, then put the apple piece in the trash bin"], "clean_text": "Put the cooked apple piece in the trash bin"}


created_at: 2026-05-18 12:04:22.599907
updated_at: 2026-05-25 10:38:21.207998
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_182435_622538_2__2B_k4N2", "source_id": "emb_trial_T20190906_182435_622538_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=2", "requirement_count": 4, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you first turn right to face the sink, and then pick up the green apple from the sink? It should be sitting to the right of the spoon.\n[T2] Oh, and after that, turn around to face the stove and microwave. Open the microwave door and place the apple on the right side, opposite the egg. Close the door, wait five seconds, and then open it again. Remove the apple, close the door, and then turn left to move to the fridge. Turn right to face it, open the fridge door, and place the apple to the right of the lettuce. Then close the fridge door.", "constraints_numbered": "1. Turn right to face sink, then pick up green apple from sink, located to the right of the spoon\n2. Turn around to face stove and microwave, then open microwave door, place apple on the right side of the microwave opposite the egg, shut the microwave door. Open microwave door after five seconds\n3. Remove apple from microwave, close door. Turn left, move to fridge. Turn right to face fridge\n4. Open fridge door, place apple to the right of lettuce, close fridge door", "constraints_list": ["Turn right to face sink, then pick up green apple from sink, located to the right of the spoon", "Turn around to face stove and microwave, then open microwave door, place apple on the right side of the microwave opposite the egg, shut the microwave door. Open microwave door after five seconds", "Remove apple from microwave, close door. Turn left, move to fridge. Turn right to face fridge", "Open fridge door, place apple to the right of lettuce, close fridge door"], "clean_text": "Cook apple and place in fridge."}


created_at: 2026-05-18 12:04:22.599974
updated_at: 2026-05-25 10:40:14.426905
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_182259_116320_4__2B_k3N2", "source_id": "emb_trial_T20190906_182259_116320_4", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Head straight, then take a right towards the sink. Stop in front of it and grab the green apple from there.\n[T2] Oh and also, turn around and go to the stove top. Pop the apple in the microwave, turn it on, and then take the apple out. Finally, turn left and head to the refrigerator, placing the apple in front of and to the left of the bread.", "constraints_numbered": "1. Go straight, then turn right towards the sink. Stop in front of the sink, then pick up the green apple from the sink\n2. Turn around, go in front of the stop top, then put the apple in the microwave, turn on the microwave, remove the apple from the microwave\n3. Turn left, go in front of the refrigerator, then put the apple in the refrigerator in front of and to the left of the bread", "constraints_list": ["Go straight, then turn right towards the sink. Stop in front of the sink, then pick up the green apple from the sink", "Turn around, go in front of the stop top, then put the apple in the microwave, turn on the microwave, remove the apple from the microwave", "Turn left, go in front of the refrigerator, then put the apple in the refrigerator in front of and to the left of the bread"], "clean_text": "Put a cooked apple in the refrigerator."}


created_at: 2026-05-18 12:04:22.605284
updated_at: 2026-05-25 10:41:48.629442
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_145356_918528_0__2B_k3N2", "source_id": "emb_trial_T20190908_145356_918528_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you walk forward, turn right, and stand on the left side of the trash bin? Then, pick up the apple from there.\n[T2] Oh and also, after that, turn left, then right, and head to the microwave on your left. Open it, put the apple in, take it out, and close the microwave. Then turn left, walk straight, turn left again, walk a few steps, face the trash bin, and put the apple back in.", "constraints_numbered": "1. Walk forward then turn right stand on the left side of the trash bin, then pick up the apple in the trash bin\n2. Turn left then turn right head to the microwave on your left, then open the microwave, put in the microwave then take it out and close the microwave\n3. Turn left,walk straight then turn left walk few step and face the trash bin, then put in the apple in the trash bin", "constraints_list": ["Walk forward then turn right stand on the left side of the trash bin, then pick up the apple in the trash bin", "Turn left then turn right head to the microwave on your left, then open the microwave, put in the microwave then take it out and close the microwave", "Turn left,walk straight then turn left walk few step and face the trash bin, then put in the apple in the trash bin"], "clean_text": "Put in the heated apple in the trash bin"}


created_at: 2026-05-18 12:04:22.605437
updated_at: 2026-05-25 10:43:10.021426
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_144232_616550_1__2B_k4N2", "source_id": "emb_trial_T20190907_144232_616550_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=2", "requirement_count": 4, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] So, first, go right and stand at the counter to the left of the sink, and pick up the fork from there.\n[T2] Oh and also, go right again to the counter on the right of the sink, pick the fork up, and put it in the green cup. Then, pick up the cup from the counter, go left to stand in front of the sink, and put the cup in the sink.", "constraints_numbered": "1. Go right and stand at the counter to the left of the sink, then pick the fork up off of the counter\n2. Go right and stand in front of the counter to the right of the sink and pick the fork up, then put the fork in the green cup\n3. Pick the cup up from the counter\n4. Go left and stand in front of the sink, then put the cup in the sink", "constraints_list": ["Go right and stand at the counter to the left of the sink, then pick the fork up off of the counter", "Go right and stand in front of the counter to the right of the sink and pick the fork up, then put the fork in the green cup", "Pick the cup up from the counter", "Go left and stand in front of the sink, then put the cup in the sink"], "clean_text": "Put a cup with a fork in it in the sink."}


created_at: 2026-05-18 12:04:22.605538
updated_at: 2026-05-25 10:44:29.670277
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_015839_519239_0__2B_k4N2", "source_id": "emb_trial_T20190908_015839_519239_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=2", "requirement_count": 4, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you turn left and head to the cabinet above the coffee maker? Open it up, take out the glass vase, and close the doors.\n[T2] Oh, and also, turn right, then left back to the cabinet. Open it again, put the vase on top of the plate, and take them both out. Then, turn left, walk to the sink on the left, and set the glass and plate in the sink to the left of the lettuce.", "constraints_numbered": "1. Turn left and go to the cabinet above the coffee maker, then open the cabinet and take out the glass vase and close the doors\n2. Turn right then left back to the cabinet, then open the cabinet above the coffee maker\n3. Put the vase on top of the plate and take them both from the cabinet\n4. Turn left and walk to the sink on the left, then put the glass and plate in the sink to the left of the lettuce", "constraints_list": ["Turn left and go to the cabinet above the coffee maker, then open the cabinet and take out the glass vase and close the doors", "Turn right then left back to the cabinet, then open the cabinet above the coffee maker", "Put the vase on top of the plate and take them both from the cabinet", "Turn left and walk to the sink on the left, then put the glass and plate in the sink to the left of the lettuce"], "clean_text": "Put a vase and plate from a cabinet into the sink"}


created_at: 2026-05-18 12:04:22.605631
updated_at: 2026-05-25 10:45:12.263932
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_112034_166152_0__2B_k4N2", "source_id": "emb_trial_T20190908_112034_166152_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=2", "requirement_count": 4, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you head over to the kitchen island and grab the metal fork out of the sink?\n[T2] Oh, and also, after picking up the fork, put it in the green cup in the sink, then take that cup, turn right and walk forward. Then turn right again and place it on the counter in front of the loaf of bread.", "constraints_numbered": "1. Walk over to the kitchen sink that is in the kitchen island, then pick up the metal fork out of the sink basin\n2. Look down into the sink, then put the metal fork in the green cup that is in the sink\n3. Pick up the green cup with the metal fork in it\n4. Turn right and walk forward, then turn right and walk up to the counter, then put the green cup with the fork in it on the counter in front of the loaf of bread", "constraints_list": ["Walk over to the kitchen sink that is in the kitchen island, then pick up the metal fork out of the sink basin", "Look down into the sink, then put the metal fork in the green cup that is in the sink", "Pick up the green cup with the metal fork in it", "Turn right and walk forward, then turn right and walk up to the counter, then put the green cup with the fork in it on the counter in front of the loaf of bread"], "clean_text": "Put a green cup with a fork in it on the counter."}


created_at: 2026-05-18 12:04:22.605725
updated_at: 2026-05-25 10:47:03.869981
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_144232_616550_0__2B_k6N2", "source_id": "emb_trial_T20190907_144232_616550_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I need you to go forward to the counter on your right, which is to the left of the sink. Face the counter and pick up the fork that's there, to the left of the sink.\n[T2] Oh and also, carry the fork to the counter on the right side of the sink, put the fork handle-first into the green glass on that counter, then pick up the glass with the fork in it and take it to the sink. Place the glass with the fork in the left front corner of the sink.", "constraints_numbered": "1. Go forward to the counter on your right, to the left of the sink, and face the counter, then pick up the fork that is to the left of the sink\n2. Carry the fork to the counter on the right side of the sink\n3. Put the fork, handle-first, into the green glass on the counter\n4. Pick up the glass with the fork in it\n5. Take the glass with the fork to the sink\n6. Put the glass with the fork in the left front corner of the sink", "constraints_list": ["Go forward to the counter on your right, to the left of the sink, and face the counter, then pick up the fork that is to the left of the sink", "Carry the fork to the counter on the right side of the sink", "Put the fork, handle-first, into the green glass on the counter", "Pick up the glass with the fork in it", "Take the glass with the fork to the sink", "Put the glass with the fork in the left front corner of the sink"], "clean_text": "Put a green glass containing a fork into the sink."}


created_at: 2026-05-18 12:04:22.605819
updated_at: 2026-05-25 10:57:06.285900
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_205246_776817_0__2B_k3N2", "source_id": "emb_trial_T20190908_205246_776817_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_and_place_simple / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need you to go to the table, turn left, and walk straight until you reach the white shelves in front of you. Then, face the shelf on your right and pick up the gold vase there.\n[T2] Oh, and after that, turn in a circle and face the white safe on the floor next to the shelf. Open the safe, place the vase inside, and shut the safe.", "constraints_numbered": "1. Go forward to the table then turn left and walk straight until you reach the white shelves in front of you. Face the shelf on your right, then pick up the gold vase that is on the shelf\n2. Turn in a circle and face the white safe on the floor next to the shelf\n3. Open the safe, place the vase inside the safe, and shut the safe", "constraints_list": ["Go forward to the table then turn left and walk straight until you reach the white shelves in front of you. Face the shelf on your right, then pick up the gold vase that is on the shelf", "Turn in a circle and face the white safe on the floor next to the shelf", "Open the safe, place the vase inside the safe, and shut the safe"], "clean_text": "Put the gold vase into the white safe"}


created_at: 2026-05-18 12:04:22.605912
updated_at: 2026-05-25 10:57:42.752682
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_021613_077537_0__2B_k2N2", "source_id": "emb_trial_T20190909_021613_077537_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_and_place_simple / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] So, first, turn right and walk to the wall. Then, turn left and head to the counter, and grab a salt shaker from the cupboard above the coffee maker.\n[T2] Oh, and then turn left and walk in front of the oven. Put the salt shaker in the middle drawer between the dishwasher and the oven.", "constraints_numbered": "1. Turn right and walk to the wall then turn left and walk to the counter, then take a salt shaker from the cupboard above the coffee maker\n2. Turn left and walk in front of the oven, then put the salt shaker in the middle drawer between the dishwasher and the oven", "constraints_list": ["Turn right and walk to the wall then turn left and walk to the counter, then take a salt shaker from the cupboard above the coffee maker", "Turn left and walk in front of the oven, then put the salt shaker in the middle drawer between the dishwasher and the oven"], "clean_text": "Put a salt shaker in a drawer next to the oven."}


created_at: 2026-05-18 12:04:22.605999
updated_at: 2026-05-25 10:58:41.231675
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_184021_215264_2__2B_k2N2", "source_id": "emb_trial_T20190906_184021_215264_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_and_place_simple / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you turn left, walk to the window, then turn left again and head to the side of the counter? There should be a salt bottle on the counter. Go ahead and grab that.\n[T2] Oh and also, after you've got the salt, turn right, then left, and walk over to the drawers on the left side of the oven. Open up the second drawer and place the salt inside.", "constraints_numbered": "1. Turn left, walk to the window, turn left, walk to the side of the counter, then grab the salt bottle on the counter\n2. Turn right, turn left, walk to the drawers on the left side of the over, then open the second drawer, put the salt in", "constraints_list": ["Turn left, walk to the window, turn left, walk to the side of the counter, then grab the salt bottle on the counter", "Turn right, turn left, walk to the drawers on the left side of the over, then open the second drawer, put the salt in"], "clean_text": "move the salt bottle from the counter to the second drawer"}


created_at: 2026-05-18 12:04:22.606082
updated_at: 2026-05-25 10:59:38.396874
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_191501_563086_1__2B_k3N2", "source_id": "emb_trial_T20190906_191501_563086_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_and_place_simple / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you move over to the counter left of the stove and grab the salt from there?\n[T2] Oh and also, bring that salt up to the cabinet above the counter, and put it in the cabinet that's to the left of the microwave.", "constraints_numbered": "1. Move to the counter left of the stove, then pick up the salt from the counter\n2. Bring salt up the the cabinet above the counter\n3. Put the salt in the cabinet above the counter to the left of the microwave", "constraints_list": ["Move to the counter left of the stove, then pick up the salt from the counter", "Bring salt up the the cabinet above the counter", "Put the salt in the cabinet above the counter to the left of the microwave"], "clean_text": "Put the salt in the cabinet above the counter."}


created_at: 2026-05-18 12:04:22.606167
updated_at: 2026-05-25 11:00:16.694020
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_213948_501157_1__2B_k2N2", "source_id": "emb_trial_T20190906_213948_501157_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / look_at_obj_in_light / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Can you turn right, head over to the dresser, and grab the box of tissues from there?\n[T2] Oh, and also, could you go to the lamp to the left of the dresser and switch it on?", "constraints_numbered": "1. Turn right and move to the dresser, then pick up the box of tissues from the dresser\n2. Head to the lamp at the left of the dresser, then turn on the lamp", "constraints_list": ["Turn right and move to the dresser, then pick up the box of tissues from the dresser", "Head to the lamp at the left of the dresser, then turn on the lamp"], "clean_text": "Examine a box of tissues by the light of a tall lamp."}


created_at: 2026-05-18 12:04:22.606258
updated_at: 2026-05-25 11:01:33.235944
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_102952_001375_0__2B_k4N2", "source_id": "emb_trial_T20190907_102952_001375_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / look_at_obj_in_light / N=2", "requirement_count": 4, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you turn to the right and walk across the room to the couch? Then turn left and head over to the box on the blue chair.\n[T2] Oh and also, could you pick up the box from the blue chair, then turn to the right to face the white couch and look up at the wall? And don't forget to turn off the lamp on the left.", "constraints_numbered": "1. Turn to the right and walk across the room to the couch, before turning left and walking to a box on the blue chair\n2. Pick up the box on the blue chair\n3. Turn to the right to face the white couch and then look up at the wall\n4. Turn off the lamp on the left", "constraints_list": ["Turn to the right and walk across the room to the couch, before turning left and walking to a box on the blue chair", "Pick up the box on the blue chair", "Turn to the right to face the white couch and then look up at the wall", "Turn off the lamp on the left"], "clean_text": "To turn on a lamp to see inside a box."}


created_at: 2026-05-18 12:04:22.606345
updated_at: 2026-05-25 11:02:26.758037
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_103041_110705_3__2B_k2N2", "source_id": "emb_trial_T20190907_103041_110705_3", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / look_at_obj_in_light / N=2", "requirement_count": 2, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you turn around and head to the white shelves on the left side of the room? You'll see an open box on the bottom shelf, go ahead and pick that up.\n[T2] Oh, and then turn around and walk towards the blue chair. After that, turn right to face the white sofa, and don't forget to turn on the light.", "constraints_numbered": "1. Turn around and head to the white shelves on the left side of the room, then pick up the open box from the bottom shelf\n2. Turn around and walk towards the blue chair, and then turn right to face the white sofa, then turn on the light", "constraints_list": ["Turn around and head to the white shelves on the left side of the room, then pick up the open box from the bottom shelf", "Turn around and walk towards the blue chair, and then turn right to face the white sofa, then turn on the light"], "clean_text": "Pick up a box and turn on the light"}


created_at: 2026-05-18 12:04:22.606431
updated_at: 2026-05-25 11:03:29.262614
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_032740_934457_0__2B_k3N2", "source_id": "emb_trial_T20190909_032740_934457_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / look_at_obj_in_light / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you start by looking at the cabinet, then turn left and walk forward to the couch? After that, turn left again and head towards the blue chair.\n[T2] Oh and also, once you're at the blue chair, pick up the remote that's there. Then turn right towards the tan couch, point the remote at the wall, and turn on the lamp.", "constraints_numbered": "1. Look at the cabinet and then turn left walk forward to the couch then turn left walk towards the blue chair\n2. Pick up the remote that is on the blue chair\n3. Turn right towards the tan couch then point the remote at the wall, then turn on the lamp", "constraints_list": ["Look at the cabinet and then turn left walk forward to the couch then turn left walk towards the blue chair", "Pick up the remote that is on the blue chair", "Turn right towards the tan couch then point the remote at the wall, then turn on the lamp"], "clean_text": "pick up the remote and turn on the lamp"}


created_at: 2026-05-18 12:04:22.606523
updated_at: 2026-05-25 11:04:12.247055
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_022345_347148_2__2B_k3N2", "source_id": "emb_trial_T20190908_022345_347148_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_clean_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you turn right and walk over to the counter with the blue cloth rag, and pick it up for me?\n[T2] Oh, and also, could you move left a bit to the sink on the right, rinse off the cloth rag, and then put it in the bottom left cabinet under the sink and close the cabinet? Thanks!", "constraints_numbered": "1. Turn right and walk forward to the blue cloth rag on the counter, then pick up the cloth rag from the counter\n2. Move left slightly to the front of the sink on the right, then put the cloth rag in the sink, rinse it off, and take it out of the sink\n3. Move back slightly from the counter top, then put the cloth rag in the bottom left cabinet below the sink, then close the cabinet", "constraints_list": ["Turn right and walk forward to the blue cloth rag on the counter, then pick up the cloth rag from the counter", "Move left slightly to the front of the sink on the right, then put the cloth rag in the sink, rinse it off, and take it out of the sink", "Move back slightly from the counter top, then put the cloth rag in the bottom left cabinet below the sink, then close the cabinet"], "clean_text": "Put a cleaned cloth rag in a cabinet."}


created_at: 2026-05-18 12:04:22.606618
updated_at: 2026-05-25 11:05:15.478670
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_080730_211959_2__2B_k3N2", "source_id": "emb_trial_T20190907_080730_211959_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_clean_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you walk to the end of the island, turn left to face it, and grab the spatula on the counter?\n[T2] Oh, and then turn right and left to go around the island, face the sink, and put the spatula in there. Turn the water on, then off, and take the spatula back out. After that, turn left, then right to face the stove, look down below, pull out the first drawer next to the stove, and put the spatula in front below the fork before shutting the drawer.", "constraints_numbered": "1. Turn around to walk to the end of the island and turn left to face it, then take the spatula on the counter\n2. Turn right and then left going around the island and then left to face the sink, then put the spatula in the sink and turn the water on. Turn off the water and take the spatula back out\n3. Turn left then right to face the stove and then look down below, then pull out the first drawer next to the stove and put the spatula in the front below the fork and shut the drawer", "constraints_list": ["Turn around to walk to the end of the island and turn left to face it, then take the spatula on the counter", "Turn right and then left going around the island and then left to face the sink, then put the spatula in the sink and turn the water on. Turn off the water and take the spatula back out", "Turn left then right to face the stove and then look down below, then pull out the first drawer next to the stove and put the spatula in the front below the fork and shut the drawer"], "clean_text": "To clean the spatula to put it in the drawer."}


created_at: 2026-05-18 12:04:22.606715
updated_at: 2026-05-25 11:06:28.203701
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_115403_911841_0__2B_k6N2", "source_id": "emb_trial_T20190908_115403_911841_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_clean_then_place_in_recep / N=2", "requirement_count": 6, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Can you start by turning left and walking forward to face the counter to the right of the fridge, and then pick up the knife there? After that, look down at the lettuce on the counter and cut it into slices.\n[T2] Oh, and also, turn around and step forward to face the sink, put the knife in the sink, and then go back to the counter to pick up a slice of lettuce. Wash the lettuce slice in the sink, remove it, and finally, walk around the right side of the center table to the trash can and toss the lettuce slice in.", "constraints_numbered": "1. Turn left and walk forward to face the counter to the right of the fridge, then pick up the knife on the counter\n2. Look down to face the lettuce on the counter, then cut the lettuce on the counter into slices\n3. Turn around and step forward to face the sink, then place the knife in the sink\n4. Turn around and step forward to face the lettuce on the counter, then pick up the slice of lettuce on the counter\n5. Turn around and step forward to face the sink, then wash the lettuce slice in the sink and then remove it\n6. Walk around the right side of the center table to face the trash can, then place the lettuce slice in the trash can", "constraints_list": ["Turn left and walk forward to face the counter to the right of the fridge, then pick up the knife on the counter", "Look down to face the lettuce on the counter, then cut the lettuce on the counter into slices", "Turn around and step forward to face the sink, then place the knife in the sink", "Turn around and step forward to face the lettuce on the counter, then pick up the slice of lettuce on the counter", "Turn around and step forward to face the sink, then wash the lettuce slice in the sink and then remove it", "Walk around the right side of the center table to face the trash can, then place the lettuce slice in the trash can"], "clean_text": "To wash a slice of lettuce and place it in the trash can."}


created_at: 2026-05-18 12:04:22.606801
updated_at: 2026-05-25 20:21:00.540587
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_074106_050405_1__2B_k3N2", "source_id": "emb_trial_T20190907_074106_050405_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_clean_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you head over to the sink on your right and grab the soap?\n[T2] Oh and also, move to the right to the sink, get the soap wet, then shift a bit left and leave the soap on the counter.", "constraints_numbered": "1. Go forward and to the sink on your right, then pick up the soap\n2. Move right an go to the sink on the right, then put the soap in the sink and get it wet\n3. Move slightly to the left, then put the soap on the counter", "constraints_list": ["Go forward and to the sink on your right, then pick up the soap", "Move right an go to the sink on the right, then put the soap in the sink and get it wet", "Move slightly to the left, then put the soap on the counter"], "clean_text": "Put wet soap on the counter."}


created_at: 2026-05-18 12:04:22.606893
updated_at: 2026-05-25 20:25:32.674664
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_040303_217739_1__2B_k4N2", "source_id": "emb_trial_T20190907_040303_217739_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_cool_then_place_in_recep / N=2", "requirement_count": 4, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I need you to walk straight, make a right to face the counter, and grab the lettuce that's there.\n[T2] Oh, and also turn right, walk straight, and make another right to face the fridge. Open it up, put the lettuce on the second shelf next to the tomato, shut the door, then open it again to take the lettuce out. After that, turn right, walk straight, and make a right to face the sink again, then place the lettuce in the sink.", "constraints_numbered": "1. Walk straight and make a right to face the counter, then take the lettuce that is on the counter\n2. Turn right and walk straight making another right to face the fridge, then open the fridge and place the lettuce on the second shelf next to the tomato and shut the door. Open it again and take out the lettuce\n3. Turn to the right and walk straight making a right to face the sink again\n4. Place the lettuce in the sink", "constraints_list": ["Walk straight and make a right to face the counter, then take the lettuce that is on the counter", "Turn right and walk straight making another right to face the fridge, then open the fridge and place the lettuce on the second shelf next to the tomato and shut the door. Open it again and take out the lettuce", "Turn to the right and walk straight making a right to face the sink again", "Place the lettuce in the sink"], "clean_text": "Take the lettuce off the counter to put in the fridge to put in the sink."}


created_at: 2026-05-18 12:04:22.606984
updated_at: 2026-05-25 20:25:56.723041
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_114622_738670_2__2B_k3N2", "source_id": "emb_trial_T20190908_114622_738670_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_cool_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Can you move a step to your right to stand in front of the stove, and pick up the pan from the front left burner?\n[T2] Oh, and also, turn left to carry the pan to the fridge, place it on the second shelf, close the door, and then remove it after a few seconds. Then, turn right, carry it to the counter space between the toaster and stove, and place it on the counter to the right of the toaster.", "constraints_numbered": "1. Move a step to your right to stand in front of the stove, then pick up the pan from the front left burner of the stove\n2. Turn left to carry the pan to the fridge, then place the pan on the second shelf in the fridge, close the door, and then remove after a few seconds\n3. Turn right and carry the pan to the counter space between the toaster and stove, then place the pan on the counter to the right of the toaster", "constraints_list": ["Move a step to your right to stand in front of the stove, then pick up the pan from the front left burner of the stove", "Turn left to carry the pan to the fridge, then place the pan on the second shelf in the fridge, close the door, and then remove after a few seconds", "Turn right and carry the pan to the counter space between the toaster and stove, then place the pan on the counter to the right of the toaster"], "clean_text": "Place a cold pan on the counter by the toaster."}


created_at: 2026-05-18 12:04:22.607076
updated_at: 2026-05-25 20:26:50.318818
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_091835_825830_1__2B_k3N2", "source_id": "emb_trial_T20190908_091835_825830_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_cool_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] Could you walk up to the fridge, then turn right and walk forward, turn right so you're facing the kitchen island, and pick up the loaf of bread from there?\n[T2] Oh, and also, turn right and head back to the fridge. Put the loaf inside to chill for a couple of seconds, then take it out and close the fridge. After that, turn right, walk across the room, turn left to face the counter, and place the chilled bread to the right of the toaster.", "constraints_numbered": "1. Walk up to the fridge, then turn right and walk forward, turn right to face the kitchen island, then pick up the loaf of bread off of the kitchen island\n2. Turn right and walk over to the fridge, then put the loaf of bread in the fridge and let it get cold for a couple seconds, then open the fridge and take out the loaf of bread, after that close the fridge\n3. Turn right and begin walking across the room, then turn left to face the counter, then put the chilled loaf of bread on the counter to the right of the toaster", "constraints_list": ["Walk up to the fridge, then turn right and walk forward, turn right to face the kitchen island, then pick up the loaf of bread off of the kitchen island", "Turn right and walk over to the fridge, then put the loaf of bread in the fridge and let it get cold for a couple seconds, then open the fridge and take out the loaf of bread, after that close the fridge", "Turn right and begin walking across the room, then turn left to face the counter, then put the chilled loaf of bread on the counter to the right of the toaster"], "clean_text": "Put a chilled loaf of bread on the counter."}


created_at: 2026-05-18 12:04:22.607163
updated_at: 2026-05-25 20:41:20.516964
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_102608_318800_0__2B_k3N2", "source_id": "emb_trial_T20190909_102608_318800_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_cool_then_place_in_recep / N=2", "requirement_count": 3, "scatter_turns": 2, "informality_tier_selected": 0, "dialogue": "[T1] I need you to turn left and head over to the black trash can, then grab the tomato from inside it.\n[T2] Oh and also, turn around and go to the refrigerator. Put the tomato in there between the lettuce and tomato, then close the door. Open it back up, take the tomato out, and then turn right and go to the microwave above the sink on the left. Open that up, put the tomato in the microwave, and close the door.", "constraints_numbered": "1. Turn left and go to the black trash can, then pick up the tomato from the trash can\n2. Turn around and go to the refrigerator, then place the tomato in the refrigerator between the lettuce and tomato and close the door. Open the door and take out the tomato\n3. Turn right and go to the microwave above the sink on the left, then open the door, put the tomato in the microwave and close the door", "constraints_list": ["Turn left and go to the black trash can, then pick up the tomato from the trash can", "Turn around and go to the refrigerator, then place the tomato in the refrigerator between the lettuce and tomato and close the door. Open the door and take out the tomato", "Turn right and go to the microwave above the sink on the left, then open the door, put the tomato in the microwave and close the door"], "clean_text": "Put a cooled tomato in the microwave"}


created_at: 2026-05-18 12:04:22.607248
updated_at: 2026-05-25 20:41:04.428539
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_025512_298420_1__2B_k4N3", "source_id": "emb_trial_T20190909_025512_298420_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=3", "requirement_count": 4, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] So, first, what you need to do is turn right, then take a left at the wall. Walk over to the counter on the left and pick up the knife that's under the green sponge there.\n[T2] Oh and also, after that, turn around, take a right at the wall, and then turn right towards the fridge. Keep going right and walk to the counter on the left. You've got to put the knife inside the green glass in front of the spatula in the middle of the counter.\n[T3] One more thing, once you've got the green glass with the knife on the counter, turn around and walk over to the sink. Just put the glass with the knife inside the sink.", "constraints_numbered": "1. Turn right, hang a left at the wall and walk to the counter on the left, then pick up the knife under the green sponge on the counter\n2. Turn around, hang a right at the wall, turn right towards the fridge, turn right and walk to the counter on the left, then put the knife inside the green glass in front of the spatula in the middle of the counter\n3. Pick up the green glass with the knife on the counter\n4. Turn around and walk to the sink, then put the glass with the knife inside the sink", "constraints_list": ["Turn right, hang a left at the wall and walk to the counter on the left, then pick up the knife under the green sponge on the counter", "Turn around, hang a right at the wall, turn right towards the fridge, turn right and walk to the counter on the left, then put the knife inside the green glass in front of the spatula in the middle of the counter", "Pick up the green glass with the knife on the counter", "Turn around and walk to the sink, then put the glass with the knife inside the sink"], "clean_text": "Place a glass with a knife in a sink."}


created_at: 2026-05-18 12:04:22.607973
updated_at: 2026-05-25 20:40:40.419401
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_015839_519239_2__2B_k5N3", "source_id": "emb_trial_T20190908_015839_519239_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=3", "requirement_count": 5, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you walk to the wall, turn left, and head over to the coffee maker? Then take a small step left and grab the glass bottle from the cupboard above it. Don't forget to close the doors afterward.\n[T2] Oh and also, after that, take a small step to your right.\n[T3] Actually, put the bottle on the plate inside the cupboard above the coffee maker. Then pick up the plate with the bottle on it, close the cupboard doors, turn left, and walk over to the sink. Face the sink and put the plate in it.", "constraints_numbered": "1. Walk to the wall then turn left and walk to the coffee maker and then take a small step left, then get the glass bottle from the cupboard above the coffee maker then close the doors\n2. Take a small step to your right\n3. Put the bottle on the plate in the cupboard above the coffee maker\n4. Pick up the plate with the bottle on it and close the cupboard doors\n5. Turn left and walk to the sink and face it, then put the plate in the sink", "constraints_list": ["Walk to the wall then turn left and walk to the coffee maker and then take a small step left, then get the glass bottle from the cupboard above the coffee maker then close the doors", "Take a small step to your right", "Put the bottle on the plate in the cupboard above the coffee maker", "Pick up the plate with the bottle on it and close the cupboard doors", "Turn left and walk to the sink and face it, then put the plate in the sink"], "clean_text": "Put a plate with a bottle on it in the sink."}


created_at: 2026-05-18 12:04:22.608551
updated_at: 2026-05-25 20:40:18.910682
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_155006_533262_0__2B_k4N3", "source_id": "emb_trial_T20190907_155006_533262_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=3", "requirement_count": 4, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you turn right and head to the counter to the left of the stove, and grab the left spoon that's on the counter?\n[T2] Oh and also, turn left and go forward to the brown shelf on the wall straight ahead, and put the spoon in the white mug on the shelf.\n[T3] Actually, pick up the mug off the shelf, turn right, go back to the counter left of the stove, and place the mug on the counter under the spoon.", "constraints_numbered": "1. Turn right and go forward to the counter to the left of the stove, then take the left spoon that is on the counter\n2. Turn left and go forward and to the brown shelf on the wall straight ahead, then place the spoon in the white mug on the shelf\n3. Pick up the mug off the shelf\n4. Turn right and go to the counter left of the stove, then place the mug on the counter under the spoon", "constraints_list": ["Turn right and go forward to the counter to the left of the stove, then take the left spoon that is on the counter", "Turn left and go forward and to the brown shelf on the wall straight ahead, then place the spoon in the white mug on the shelf", "Pick up the mug off the shelf", "Turn right and go to the counter left of the stove, then place the mug on the counter under the spoon"], "clean_text": "Put a spoon in a mug on a counter."}


created_at: 2026-05-18 12:04:22.608695
updated_at: 2026-05-25 20:39:42.051236
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_112034_166152_2__2B_k5N3", "source_id": "emb_trial_T20190908_112034_166152_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=3", "requirement_count": 5, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need you to turn to the right, take a couple of steps, and then turn to the left.\n[T2] Head across the kitchen to the sink and take the fork out of the sink.\n[T3] Oh, and also, put the fork in the green cup, take the green cup out of the sink, turn around, face the counter, and then put the green cup on the counter.", "constraints_numbered": "1. Turn to the right, take a couple steps, turn to the left\n2. Head across the kitchen to the sink, then take the fork out of the sink\n3. Put the fork in the green cup\n4. Take the green cup out of the sink\n5. Turn around, face the counter, then put the green cup on the counter", "constraints_list": ["Turn to the right, take a couple steps, turn to the left", "Head across the kitchen to the sink, then take the fork out of the sink", "Put the fork in the green cup", "Take the green cup out of the sink", "Turn around, face the counter, then put the green cup on the counter"], "clean_text": "Put the fork in the green cup, put the cup on the counter"}


created_at: 2026-05-18 12:04:22.608821
updated_at: 2026-05-25 20:39:18.896318
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_235919_129519_1__2B_k4N3", "source_id": "emb_trial_T20190908_235919_129519_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_two_obj_and_place / N=3", "requirement_count": 4, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, first head over to the wall, turn left, and go between the chairs. Then turn left again so you're facing the kitchen island and grab the rightmost butter knife there.\n[T2] Oh and also, turn around, go forward, and head to the shelves on your right. Put that butter knife in the green cup on the top shelf.\n[T3] One more thing, pick up the green cup from the top shelf. Turn right, head to the wall, turn right at the refrigerator, move forward, and then turn left to face the dishwasher. Put the green cup on the counter above the dishwasher.", "constraints_numbered": "1. Go toward the wall, then turn left and go in between the chairs, then turn left to face the kitchen island, then pick up the rightmost butter knife on the kitchen island\n2. Turn around and move forward, then go to the shelves to your right, then put the butter knife in the green cup on the top shelf\n3. Pick up the green cup from the top shelf\n4. Turn right and go towards the wall, then turn right at the refrigerator and go forward, then turn left to face the dishwasher, then put the green cup on the counter above the dishwasher", "constraints_list": ["Go toward the wall, then turn left and go in between the chairs, then turn left to face the kitchen island, then pick up the rightmost butter knife on the kitchen island", "Turn around and move forward, then go to the shelves to your right, then put the butter knife in the green cup on the top shelf", "Pick up the green cup from the top shelf", "Turn right and go towards the wall, then turn right at the refrigerator and go forward, then turn left to face the dishwasher, then put the green cup on the counter above the dishwasher"], "clean_text": "Put a green cup with a butter knife in it on the counter."}


created_at: 2026-05-18 12:04:22.608923
updated_at: 2026-05-25 20:39:01.891565
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_025340_208825_2__2B_k8N3", "source_id": "emb_trial_T20190909_025340_208825_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=3", "requirement_count": 8, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you start by turning left and heading over to the counter that's on the left of the sink? Grab a tomato from there.\n[T2] Oh and also, after that, turn right and move to the sink, and put the tomato in the sink. Then, grab the knife from the sink and slice the tomato right there. Once that's done, put the knife back in the sink.\n[T3] One more thing, grab one of the tomato slices and turn around to the microwave. Heat the slice in the microwave, take it out, and then turn back around to the sink and place the sliced tomato in there.", "constraints_numbered": "1. Turn left and go to the counter to the left of the sink, then grab a tomato off of the counter\n2. Turn right and go to the sink, then put the tomato in the sink\n3. Grab the knife out of the sink\n4. Slice the tomato in the sink\n5. Put the knife in the sink\n6. Grab a slice of tomato\n7. Turn around and go to the microwave, then heat the sliced tomato in the microwave and then take it out\n8. Turn around and go to the sink, then put the sliced tomato in the sink", "constraints_list": ["Turn left and go to the counter to the left of the sink, then grab a tomato off of the counter", "Turn right and go to the sink, then put the tomato in the sink", "Grab the knife out of the sink", "Slice the tomato in the sink", "Put the knife in the sink", "Grab a slice of tomato", "Turn around and go to the microwave, then heat the sliced tomato in the microwave and then take it out", "Turn around and go to the sink, then put the sliced tomato in the sink"], "clean_text": "Putting a hot slice of tomato in the sink"}


created_at: 2026-05-18 12:04:22.609015
updated_at: 2026-05-25 20:38:31.444636
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_182259_116320_1__2B_k3N3", "source_id": "emb_trial_T20190906_182259_116320_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you walk forward and around the kitchen island to get to the sink, then pick up the green apple that's in there?\n[T2] Oh and also, once you've got the apple, turn around and head over to the microwave. You'll want to heat the apple in there.\n[T3] One more thing, after heating it, walk left to stand in front of the fridge, and put the apple on the middle shelf right in the middle of the other two food items.", "constraints_numbered": "1. Walk forward and around the kitchen island to get to the sink, then pick up the green apple in the sink\n2. Turn around and go to the microwave, then heat the apple in the microwave\n3. Walk left to stand in front of the fridge, then put the apple on the middle shelf in the middle of the other two food items", "constraints_list": ["Walk forward and around the kitchen island to get to the sink, then pick up the green apple in the sink", "Turn around and go to the microwave, then heat the apple in the microwave", "Walk left to stand in front of the fridge, then put the apple on the middle shelf in the middle of the other two food items"], "clean_text": "Put a microwaved apple in the fridge."}


created_at: 2026-05-18 12:04:22.609145
updated_at: 2026-05-25 20:37:57.214569
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_161817_163233_1__2B_k3N3", "source_id": "emb_trial_T20190907_161817_163233_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you move forward and face the kitchen sink on your left, then pick up the potato that's in the sink?\n[T2] Oh and also, turn around to face the microwave above the stove behind you. Place the potato between the two cups in the microwave, heat it a bit, then pull it back out.\n[T3] One more thing, turn left and walk to the end of the kitchen island, then hang a left to face the trash bin. Just place the potato in the trash bin.", "constraints_numbered": "1. Move forward and face the kitchen sink on your left, then pick up the potato that is in the sink\n2. Turn around to face the microwave that is above the stove behind you, then place the potato between the two cups in the microwave and heat it before pulling it back out\n3. Turn left, walk until you reach the end of the kitchen island, then hang a left to face the trash bin, then place the potato in the trash bin", "constraints_list": ["Move forward and face the kitchen sink on your left, then pick up the potato that is in the sink", "Turn around to face the microwave that is above the stove behind you, then place the potato between the two cups in the microwave and heat it before pulling it back out", "Turn left, walk until you reach the end of the kitchen island, then hang a left to face the trash bin, then place the potato in the trash bin"], "clean_text": "Put a heated potato into a trash bin."}


created_at: 2026-05-18 12:04:22.609517
updated_at: 2026-05-25 20:37:40.907229
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_113523_123938_0__2B_k3N3", "source_id": "emb_trial_T20190908_113523_123938_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_heat_then_place_in_recep / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] So, I need you to turn around and walk to the end of the kitchen island on your right. Then turn right and head over to the garbage bin on the floor to your right. Grab the egg out of the bin.\n[T2] Oh and also, after you have the egg, turn left and walk over to the fridge. Then turn right and go to the stove on the left side of the kitchen. Place the egg in the microwave above the stove, let it cook, and then take it back out.\n[T3] One more thing, turn left and head over to the fridge on your right. Then turn left again and walk back to the garbage bin on your left. Place the egg back inside the garbage bin.", "constraints_numbered": "1. Turn around and walk to the end of the kitchen island on your right, then turn right and walk to the garbage bin on the floor to your right, then grab the egg out of the garbage bin\n2. Turn left and walk over to the fridge, then turn right and walk to the stove on the left side of the kitchen, then place the egg in the microwave above the kitchen stove, let it cook in there, then take it back out\n3. Turn left and walk over to the fridge on your right, then turn left to walk back over to the garbage bin on your left, then place the egg inside the garbage bin", "constraints_list": ["Turn around and walk to the end of the kitchen island on your right, then turn right and walk to the garbage bin on the floor to your right, then grab the egg out of the garbage bin", "Turn left and walk over to the fridge, then turn right and walk to the stove on the left side of the kitchen, then place the egg in the microwave above the kitchen stove, let it cook in there, then take it back out", "Turn left and walk over to the fridge on your right, then turn left to walk back over to the garbage bin on your left, then place the egg inside the garbage bin"], "clean_text": "place a microwaved egg inside the garbage bin"}


created_at: 2026-05-18 12:04:22.609641
updated_at: 2026-05-25 20:37:19.561255
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_032721_511027_2__2B_k4N3", "source_id": "emb_trial_T20190909_032721_511027_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / look_at_obj_in_light / N=3", "requirement_count": 4, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you head over to the dresser in the corner? Just hang a right.\n[T2] Oh and also, grab the remote that's sitting on the dresser while you're there.\n[T3] Actually, could you turn to face the lamp on the right of the dresser and switch it on? Thanks!", "constraints_numbered": "1. Hang a right to walk towards the dresser in the corner\n2. Pick on the remote that is on the dresser\n3. Turn to face the lamp on the right of the dresser\n4. Turn on the lamp next to the dresser", "constraints_list": ["Hang a right to walk towards the dresser in the corner", "Pick on the remote that is on the dresser", "Turn to face the lamp on the right of the dresser", "Turn on the lamp next to the dresser"], "clean_text": "Look at a remote under a lit lamp."}


created_at: 2026-05-18 12:04:22.609735
updated_at: 2026-05-25 20:36:54.344051
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_103526_341991_1__2B_k3N3", "source_id": "emb_trial_T20190909_103526_341991_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / look_at_obj_in_light / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need you to walk straight, then turn right and head towards the blue chair to pick up the keys sitting there.\n[T2] Oh and also, after you've got the keys, turn right and look up at the lamp.\n[T3] Actually, one more thing, can you turn the lamp on once you're looking at it?", "constraints_numbered": "1. Turn around and walk straight then turn right and walk straight towards the blue chair, then pick up the keys on the chair\n2. Turn right and look up at the lamp\n3. Turn the lamp on", "constraints_list": ["Turn around and walk straight then turn right and walk straight towards the blue chair, then pick up the keys on the chair", "Turn right and look up at the lamp", "Turn the lamp on"], "clean_text": "pick up the keys and view them in the lamp light"}


created_at: 2026-05-18 12:04:22.609822
updated_at: 2026-05-25 20:36:33.351439
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_220656_510400_2__2B_k3N3", "source_id": "emb_trial_T20190908_220656_510400_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / look_at_obj_in_light / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you start by turning left, walk to the end of the bed, then turn right and take a few steps? After that, turn left, walk to the wall, and then turn left again so you're facing the desk. You should see a white pencil on the shelf above the desk, go ahead and pick that up.\n[T2] Oh and also, once you've got the pencil, could you lower it down to the desk area?\n[T3] One more thing, can you turn on the lamp that's sitting on the desk? Thanks!", "constraints_numbered": "1. Turn left, walk to the end of the bed, turn right, walk a few steps, turn left, walk to the wall, then turn left to face the desk, then pick up the white pencil that is sitting on the shelf above the desk\n2. Lower the pencil down to the desk area\n3. Turn on the lamp that is sitting on the desk", "constraints_list": ["Turn left, walk to the end of the bed, turn right, walk a few steps, turn left, walk to the wall, then turn left to face the desk, then pick up the white pencil that is sitting on the shelf above the desk", "Lower the pencil down to the desk area", "Turn on the lamp that is sitting on the desk"], "clean_text": "Examine a pencil using the light of a lamp."}


created_at: 2026-05-18 12:04:22.609968
updated_at: 2026-05-25 20:36:00.589157
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_220656_510400_1__2B_k2N3", "source_id": "emb_trial_T20190908_220656_510400_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / look_at_obj_in_light / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you walk over to the right side of the wooden desk that's to your left? After that, pick up the pencil from the middle shelf behind the desk.\n[T2] Oh and also, once you've got the pencil, look down at the lamp on the desk.\n[T3] Actually, can you turn on the light of the small lamp there?", "constraints_numbered": "1. Walk over to the right side of the wooden desk to your left, then pick up the pencil off of the middle shelf behind the desk\n2. Look down at the lamp on the desk, then turn on the light of the small lamp", "constraints_list": ["Walk over to the right side of the wooden desk to your left, then pick up the pencil off of the middle shelf behind the desk", "Look down at the lamp on the desk, then turn on the light of the small lamp"], "clean_text": "Examine a pencil in the light of a small lamp."}


created_at: 2026-05-18 12:04:22.610073
updated_at: 2026-05-25 20:35:37.316926
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_114622_738670_2__2B_k3N3", "source_id": "emb_trial_T20190908_114622_738670_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_cool_then_place_in_recep / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] So, could you move a step to your right and stand in front of the stove? Then pick up the pan that's on the front left burner.\n[T2] Oh and also, turn left and take the pan over to the fridge. Place it on the second shelf, close the door, and then take it out after a few seconds.\n[T3] One more thing, turn right and carry the pan to the counter space between the toaster and stove. Just set it down to the right of the toaster.", "constraints_numbered": "1. Move a step to your right to stand in front of the stove, then pick up the pan from the front left burner of the stove\n2. Turn left to carry the pan to the fridge, then place the pan on the second shelf in the fridge, close the door, and then remove after a few seconds\n3. Turn right and carry the pan to the counter space between the toaster and stove, then place the pan on the counter to the right of the toaster", "constraints_list": ["Move a step to your right to stand in front of the stove, then pick up the pan from the front left burner of the stove", "Turn left to carry the pan to the fridge, then place the pan on the second shelf in the fridge, close the door, and then remove after a few seconds", "Turn right and carry the pan to the counter space between the toaster and stove, then place the pan on the counter to the right of the toaster"], "clean_text": "Place a cold pan on the counter by the toaster."}


created_at: 2026-05-18 12:04:22.610171
updated_at: 2026-05-25 20:35:11.199508
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_224718_745017_0__2B_k6N3", "source_id": "emb_trial_T20190906_224718_745017_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_cool_then_place_in_recep / N=3", "requirement_count": 6, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need you to go around the island to the fridge, turn right, then turn right again to face the counter to the right of the sink. There, grab the large knife next to the tomato.\n[T2] Oh, and then turn around and head to the counter to the left of the oven. Slice the bread into pieces there, and then put the knife down on the counter between the fork and the edge.\n[T3] Actually, while you're still at the counter, take a piece of bread, turn left, and head over to the fridge on the right. Put the bread in there next to the plate and bowl, close and open the fridge door, and take the bread back out. Then turn right, go to the oven on the left, and put the bread in the microwave above it.", "constraints_numbered": "1. Go around the island to the fridge ahead, turn right, turn right to face the counter to the right of the sink, then take the large knife next to the tomato\n2. Turn around, go to the counter to the left of the oven, then cut the bread into slices\n3. Stay at the counter, then put the knife on the counter between the fork and the edge of the counter\n4. Stay at the counter, then take a piece of bread from the counter\n5. Turn left, go to the refrigerator on the right, then put the bread in the fridge next to the plate and bowl. Close then open the fridge door. Take the bread from the fridge\n6. Turn right, go to the oven on the left, then put the bread in the microwave above the oven", "constraints_list": ["Go around the island to the fridge ahead, turn right, turn right to face the counter to the right of the sink, then take the large knife next to the tomato", "Turn around, go to the counter to the left of the oven, then cut the bread into slices", "Stay at the counter, then put the knife on the counter between the fork and the edge of the counter", "Stay at the counter, then take a piece of bread from the counter", "Turn left, go to the refrigerator on the right, then put the bread in the fridge next to the plate and bowl. Close then open the fridge door. Take the bread from the fridge", "Turn right, go to the oven on the left, then put the bread in the microwave above the oven"], "clean_text": "Put a cold slice of bread in a microwave."}


created_at: 2026-05-18 12:04:22.610261
updated_at: 2026-05-25 20:34:51.596170
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_040327_147149_1__2B_k3N3", "source_id": "emb_trial_T20190907_040327_147149_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_cool_then_place_in_recep / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you go into the kitchen and grab the lettuce that's to the left of the stove?\n[T2] Oh and also, head to the fridge on your left, chill the lettuce in there for a bit, and then take it out.\n[T3] One more thing, turn right and go to the sink, then put the lettuce in the sink.", "constraints_numbered": "1. Turn around and go into the kitchen, then pick up the lettuce to the left of the stove\n2. Go to the fridge on your left, then chill the lettuce in the fridge and take it out\n3. Turn right and go to the sink, then put the lettuce in the sink", "constraints_list": ["Turn around and go into the kitchen, then pick up the lettuce to the left of the stove", "Go to the fridge on your left, then chill the lettuce in the fridge and take it out", "Turn right and go to the sink, then put the lettuce in the sink"], "clean_text": "Put chilled lettuce into the sink."}


created_at: 2026-05-18 12:04:22.610353
updated_at: 2026-05-25 20:34:19.031513
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_183853_958104_1__2B_k5N3", "source_id": "emb_trial_T20190907_183853_958104_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_cool_then_place_in_recep / N=3", "requirement_count": 5, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] So first, you're going to turn left, then hang a right at the fridge, and head towards the coffee maker on the counter to your left. That's where you'll find a white mug. Go ahead and pick that up.\n[T2] Oh and also, after you've got the mug, turn to your left and head over to the fridge, which will now be on your right. You're going to want to place the coffee mug in there to chill for a bit before taking it back out.\n[T3] Actually, once the mug is chilled, turn to your right and head back to the coffee maker. Make sure to place the mug right under the coffee maker's spout.", "constraints_numbered": "1. Turn left, hang a right at the fridge, and head towards the coffee maker sitting on the counter to your left, then pick up the white mug on the coffee maker\n2. Turn to your left and head to the fridge that will be on your right\n3. Place the coffee mug in the fridge to chill before taking it back out\n4. Turn to your right and head back to the coffee maker\n5. Place the mug to where it is located under the coffee maker's spout", "constraints_list": ["Turn left, hang a right at the fridge, and head towards the coffee maker sitting on the counter to your left, then pick up the white mug on the coffee maker", "Turn to your left and head to the fridge that will be on your right", "Place the coffee mug in the fridge to chill before taking it back out", "Turn to your right and head back to the coffee maker", "Place the mug to where it is located under the coffee maker's spout"], "clean_text": "Place a chilled mug under the coffee maker spout."}


created_at: 2026-05-18 12:04:22.610540
updated_at: 2026-05-25 20:33:52.898668
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_021650_880235_1__2B_k2N3", "source_id": "emb_trial_T20190909_021650_880235_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_and_place_simple / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you head over to the coffee machine on the counter, and once you're there, open the cabinet below it? Grab the salt shaker and close the cabinet.\n[T2] Oh and also, after that, turn around and take a step forward. Then turn right, walk forward, and stop before you reach the sink.\n[T3] Actually, while you're there, open the middle drawer between the dishwasher and oven, put the salt shaker inside, and then close the drawer.", "constraints_numbered": "1. Turn right and walk over to where the coffee machine is on the counter, then open the cabinet below the counter in front of you and take out the salt shaker, then close the cabinet\n2. Turn around and take a step forward, then turn right and walk forward, stop before the sink, then open the middle drawer in between the dish washer and oven and put the salt shaker inside, then close the drawer", "constraints_list": ["Turn right and walk over to where the coffee machine is on the counter, then open the cabinet below the counter in front of you and take out the salt shaker, then close the cabinet", "Turn around and take a step forward, then turn right and walk forward, stop before the sink, then open the middle drawer in between the dish washer and oven and put the salt shaker inside, then close the drawer"], "clean_text": "Move a salt shaker into a drawer."}


created_at: 2026-05-18 12:04:22.611343
updated_at: 2026-05-25 20:29:06.868864
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_021537_611374_2__2B_k3N3", "source_id": "emb_trial_T20190908_021537_611374_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_and_place_simple / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Can you pick up the plunger that's between the sink and the toilet?\n[T2] Oh, and then turn left towards the sink.\n[T3] One more thing, open the cabinet that's just to the left and put the plunger inside.", "constraints_numbered": "1. Turn around towards the sink and the toilet, then pick up the plunger from between the sink and the toilet\n2. Turn towards the sink to the left\n3. Open the cabinet just to the left and place the plunger inside", "constraints_list": ["Turn around towards the sink and the toilet, then pick up the plunger from between the sink and the toilet", "Turn towards the sink to the left", "Open the cabinet just to the left and place the plunger inside"], "clean_text": "Put the plunger under the sink"}


created_at: 2026-05-18 12:04:22.611434
updated_at: 2026-05-25 20:28:43.955405
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_125200_737896_1__2B_k2N3", "source_id": "emb_trial_T20190908_125200_737896_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_and_place_simple / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, I need you to walk to the bed, then go around to the other side, and just before you reach the laundry hamper, turn left. Head to the end of the desk on your left.\n[T2] Oh and also, once you're at the desk, grab the white cup from the second shelf up on the right side, between the books.\n[T3] Actually, after you have the cup, move to the left end of the desk and place it in front of the blue office chair.", "constraints_numbered": "1. Turn around and go to the bed, then turn left to go around to the other side of the bed, turn to your left just before the laundry hamper, and go to the end of the desk, on your left, then pick up the white cup on the second shelf up, on the right side of the desk, between the books\n2. Move over to the left end of the desk, then place the white cup back on the desk, directly in front of the blue office chair", "constraints_list": ["Turn around and go to the bed, then turn left to go around to the other side of the bed, turn to your left just before the laundry hamper, and go to the end of the desk, on your left, then pick up the white cup on the second shelf up, on the right side of the desk, between the books", "Move over to the left end of the desk, then place the white cup back on the desk, directly in front of the blue office chair"], "clean_text": "Put a cup on the desk, by the chcair."}


created_at: 2026-05-18 12:04:22.611511
updated_at: 2026-05-25 20:28:25.856877
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_004321_405868_1__2B_k2N3", "source_id": "emb_trial_T20190907_004321_405868_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_and_place_simple / N=3", "requirement_count": 2, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you do me a favor? Turn right and walk up to the counter between the sinks.\n[T2] Oh, and when you're there, pick up the pump bottle that's nearest to the edge of the counter.\n[T3] Actually, after you grab it, turn right again and walk over to the toilet. Then just put the pump bottle on the back of the toilet.", "constraints_numbered": "1. Turn right and walk up to the counter between the sinks, then pick up the pump bottle nearest the counter's edge from the counter\n2. Turn right and walk up to the toilet, then put the pump bottle on the back of the toilet", "constraints_list": ["Turn right and walk up to the counter between the sinks, then pick up the pump bottle nearest the counter's edge from the counter", "Turn right and walk up to the toilet, then put the pump bottle on the back of the toilet"], "clean_text": "Put the pump bottle on the toilet"}


created_at: 2026-05-18 12:04:22.611595
updated_at: 2026-05-25 20:27:50.902203
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_120632_691361_2__2B_k3N3", "source_id": "emb_trial_T20190909_120632_691361_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_clean_then_place_in_recep / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] I need to pick up an egg from the counter. So, I'll turn left, walk past the fridge, and then turn right to grab it.\n[T2] Oh and also, once I've got the egg, I'll turn left, head to the sink, put the egg in, rinse it off, and take it back out.\n[T3] Finally, I'll turn around and walk to the microwave above the stove, put the egg in, and close it.", "constraints_numbered": "1. Turn left, walk forward just past the refrigerator, then turn right towards the egg on the counter, then pick up the egg from the counter\n2. Turn left and walk to the sink, then put the egg in the sink, rinse it off, and take it back out\n3. Turn around and walk forward to the microwave above the stove top, then put the egg in the microwave and close the microwave", "constraints_list": ["Turn left, walk forward just past the refrigerator, then turn right towards the egg on the counter, then pick up the egg from the counter", "Turn left and walk to the sink, then put the egg in the sink, rinse it off, and take it back out", "Turn around and walk forward to the microwave above the stove top, then put the egg in the microwave and close the microwave"], "clean_text": "Place a cleaned egg in a microwave."}


created_at: 2026-05-18 12:04:22.611684
updated_at: 2026-05-25 20:27:23.177551
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_074106_050405_0__2B_k5N3", "source_id": "emb_trial_T20190907_074106_050405_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_clean_then_place_in_recep / N=3", "requirement_count": 5, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Hey, could you turn to the right and head over to the sink?\n[T2] Oh and also, grab the bar of soap from the counter, then move to the right, put it in the right sink, and wet it with some water.\n[T3] I forgot to mention, can you pick up the soap from the sink and bring it back to the counter on the left and put it down there?", "constraints_numbered": "1. Turn to the right and go to the sink\n2. Pick up the bar of soap from the counter\n3. Move to the right and put the soap in the right sink, then wet the soap with water\n4. Pick up the soap from the sink and bring it to the counter on the left\n5. Put the soap back on the counter", "constraints_list": ["Turn to the right and go to the sink", "Pick up the bar of soap from the counter", "Move to the right and put the soap in the right sink, then wet the soap with water", "Pick up the soap from the sink and bring it to the counter on the left", "Put the soap back on the counter"], "clean_text": "Put a wet soap on the counter."}


created_at: 2026-05-18 12:04:22.611952
updated_at: 2026-05-25 15:28:16.777409
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_115403_911841_2__2B_k6N3", "source_id": "emb_trial_T20190908_115403_911841_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_clean_then_place_in_recep / N=3", "requirement_count": 6, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] Could you go over to the toaster and pick up the knife that's next to it?\n[T2] Oh, and then look down at the lettuce and cut it, please.\n[T3] Actually, after cutting the lettuce, head over to the sink and put the knife in there. Then, go back to the cut lettuce, pick up a slice, and wash it in the sink before tossing it in the black bin.", "constraints_numbered": "1. Go to the toaster, then pick up the knife next to the toaster\n2. Look down at the lettuce, then cut the lettuce\n3. Go to the sink, then put the knife in the sink\n4. Go to the cut lettuce, then pick up a slice of lettuce\n5. Go to the sink, then wash the lettuce\n6. Go to the black bin, then put the lettuce in the black bin", "constraints_list": ["Go to the toaster, then pick up the knife next to the toaster", "Look down at the lettuce, then cut the lettuce", "Go to the sink, then put the knife in the sink", "Go to the cut lettuce, then pick up a slice of lettuce", "Go to the sink, then wash the lettuce", "Go to the black bin, then put the lettuce in the black bin"], "clean_text": "Put a washed slice of lettuce in a bin"}


created_at: 2026-05-18 12:04:22.612168
updated_at: 2026-05-25 08:00:20.964484
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_214926_337906_1__2B_k3N3", "source_id": "emb_trial_T20190908_214926_337906_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench / pick_clean_then_place_in_recep / N=3", "requirement_count": 3, "scatter_turns": 3, "informality_tier_selected": 0, "dialogue": "[T1] First, turn around to face the counter and pick up the bar of soap that's sitting there.\n[T2] Oh and also, turn around and walk towards the door, then take a left and walk forward. Turn left again to face the sink, put the soap in the right basin, turn on the water for a few seconds, then turn it off and grab the clean soap.\n[T3] Actually, turn around and head towards the wall, then take a left and walk to the shower. Turn left again to face the counter, open the second cabinet door from the right, put the clean soap inside, and close the door.", "constraints_numbered": "1. Turn around to face the counter, then pick up the bar of soap off of the counter\n2. Turn around and walk towards the door, then turn left and walk forward, turn left again to face the sink, then put the bar of soap in the right sink basin and turn on the water, after a couple seconds turn the water off and remove the now clean bar of soap\n3. Turn around and walk towards the wall, then turn left and walk towards the shower, turn left again to face the counter, then open the second cabinet door from the right and put the clean bar of soap inside the cabinet then close the door", "constraints_list": ["Turn around to face the counter, then pick up the bar of soap off of the counter", "Turn around and walk towards the door, then turn left and walk forward, turn left again to face the sink, then put the bar of soap in the right sink basin and turn on the water, after a couple seconds turn the water off and remove the now clean bar of soap", "Turn around and walk towards the wall, then turn left and walk towards the shower, turn left again to face the counter, then open the second cabinet door from the right and put the clean bar of soap inside the cabinet then close the door"], "clean_text": "Put a clean bar of soap in a cabinet."}


created_at: 2026-05-19 20:14:03.548146
updated_at: 2026-05-25 10:02:23.712777
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_32__noise_interruption", "source_id": "mpcc_flight_easy_32", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: interruption) / flight planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/interruption/flight/easy/mpcc_flight_easy_32.wav", "wav_path": "wild/mpcc/noise_audio/interruption/flight/easy/mpcc_flight_easy_32.wav", "constraints_numbered": "1. Depart from Chicago\n2. Arrive in San Francisco\n3. Travel on August 18, 2025\n4. Transfer via Seattle\n5. Total cost must not exceed $600\n6. Minimize total cost", "constraints_list": ["Depart from Chicago", "Arrive in San Francisco", "Travel on August 18, 2025", "Transfer via Seattle", "Total cost must not exceed $600", "Minimize total cost"], "step": 0, "clean_text": "On August 18, 2025, you will be arriving in San Francisco from Chicago by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Seattle, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04600. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.548272
updated_at: 2026-05-25 14:26:50.737191
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_22__noise_interruption", "source_id": "mpcc_flight_easy_22", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: interruption) / flight planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/interruption/flight/easy/mpcc_flight_easy_22.wav", "wav_path": "wild/mpcc/noise_audio/interruption/flight/easy/mpcc_flight_easy_22.wav", "constraints_numbered": "1. Depart from New York\n2. Arrive in Toronto\n3. Travel on October 14, 2025\n4. Transfer via Chicago\n5. Total cost must not exceed $600\n6. Minimize total cost", "constraints_list": ["Depart from New York", "Arrive in Toronto", "Travel on October 14, 2025", "Transfer via Chicago", "Total cost must not exceed $600", "Minimize total cost"], "step": 0, "clean_text": "On October 14, 2025, you will be arriving in Toronto from New York by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Chicago, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04600. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.548351
updated_at: 2026-05-25 10:04:37.233367
meta: {}
data:
  {"sample_id": "mpcc_calendar_medium_13__noise_interruption", "source_id": "mpcc_calendar_medium_13", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "calendar planning", "task_difficulty": "medium", "domain_label": "ScheduleBench (Noise: interruption) / calendar planning / medium", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/interruption/calendar/medium/mpcc_calendar_medium_13.wav", "wav_path": "wild/mpcc/noise_audio/interruption/calendar/medium/mpcc_calendar_medium_13.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Total cost must not exceed $18.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.5 hours", "Find a day and time within the week", "All attendees must be available", "Total cost must not exceed $18.0", "Minimize total cost"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.5 hours. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for the week are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 18.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.548419
updated_at: 2026-05-25 07:31:09.698015
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_26__noise_interruption", "source_id": "mpcc_calendar_hard_26", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench (Noise: interruption) / calendar planning / hard", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/interruption/calendar/hard/mpcc_calendar_hard_26.wav", "wav_path": "wild/mpcc/noise_audio/interruption/calendar/hard/mpcc_calendar_hard_26.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $12.0", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $12.0"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 12.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.548488
updated_at: 2026-05-25 14:27:38.298229
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_20__noise_interruption", "source_id": "mpcc_meeting_medium_20", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench (Noise: interruption) / meeting planning / medium", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/interruption/meeting/medium/mpcc_meeting_medium_20.wav", "wav_path": "wild/mpcc/noise_audio/interruption/meeting/medium/mpcc_meeting_medium_20.wav", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 10 km/h\n7. Travel costs $0.5/km\n8. Meeting place prices for meeting places A and B are 45 and 30 $, respectively\n9. Total cost must not exceed $95", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 10 km/h", "Travel costs $0.5/km", "Meeting place prices for meeting places A and B are 45 and 30 $, respectively", "Total cost must not exceed $95"], "step": 0, "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 10 km/h and 0.5 \uff04/km. The prices for meeting places A and B are 45 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 95 \uff04 and is as low as possible."}


created_at: 2026-05-19 20:14:03.552825
updated_at: 2026-05-25 10:07:22.077228
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_19__noise_coffee_shop", "source_id": "mpcc_calendar_hard_19", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench (Noise: coffee_shop) / calendar planning / hard", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/coffee_shop/calendar/hard/mpcc_calendar_hard_19.wav", "wav_path": "wild/mpcc/noise_audio/coffee_shop/calendar/hard/mpcc_calendar_hard_19.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $17.0", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $17.0"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 17.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.552951
updated_at: 2026-05-25 10:08:40.945826
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_24__noise_coffee_shop", "source_id": "mpcc_meeting_easy_24", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: coffee_shop) / meeting planning / easy", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/coffee_shop/meeting/easy/mpcc_meeting_easy_24.wav", "wav_path": "wild/mpcc/noise_audio/coffee_shop/meeting/easy/mpcc_meeting_easy_24.wav", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 3 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 20 km/h\n7. Travel costs $0.75/km\n8. Meeting place prices for meeting places A and B are 30 and 40 $, respectively\n9. Total cost must not exceed $90", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 3 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 20 km/h", "Travel costs $0.75/km", "Meeting place prices for meeting places A and B are 30 and 40 $, respectively", "Total cost must not exceed $90"], "step": 0, "clean_text": "You are going to meet with 5 friends for a 3-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 20 km/h and 0.75 \uff04/km. The prices for meeting places A and B are 30 and 40 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 90 \uff04 and is as low as possible."}


created_at: 2026-05-19 20:14:03.553021
updated_at: 2026-05-25 10:09:00.568245
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_24__noise_coffee_shop", "source_id": "mpcc_calendar_easy_24", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: coffee_shop) / calendar planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/coffee_shop/calendar/easy/mpcc_calendar_easy_24.wav", "wav_path": "wild/mpcc/noise_audio/coffee_shop/calendar/easy/mpcc_calendar_easy_24.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.0 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $10.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.0 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $10.0", "Minimize total cost"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 1.0 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 10.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.553094
updated_at: 2026-05-25 10:09:29.937133
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_23__noise_coffee_shop", "source_id": "mpcc_calendar_easy_23", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: coffee_shop) / calendar planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/coffee_shop/calendar/easy/mpcc_calendar_easy_23.wav", "wav_path": "wild/mpcc/noise_audio/coffee_shop/calendar/easy/mpcc_calendar_easy_23.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $14.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $14.0", "Minimize total cost"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 14.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.553167
updated_at: 2026-05-25 07:50:52.865790
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_21__noise_coffee_shop", "source_id": "mpcc_calendar_hard_21", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench (Noise: coffee_shop) / calendar planning / hard", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/coffee_shop/calendar/hard/mpcc_calendar_hard_21.wav", "wav_path": "wild/mpcc/noise_audio/coffee_shop/calendar/hard/mpcc_calendar_hard_21.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $14.0", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $14.0"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 14.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.553238
updated_at: 2026-05-25 07:51:07.245861
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_2__noise_convention_hall", "source_id": "mpcc_flight_easy_2", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: convention_hall) / flight planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/convention_hall/flight/easy/mpcc_flight_easy_2.wav", "wav_path": "wild/mpcc/noise_audio/convention_hall/flight/easy/mpcc_flight_easy_2.wav", "constraints_numbered": "1. Depart from London\n2. Arrive in Vienna\n3. Travel on February 12, 2025\n4. Transfer via Brussels\n5. Total cost must not exceed $600\n6. Minimize total cost", "constraints_list": ["Depart from London", "Arrive in Vienna", "Travel on February 12, 2025", "Transfer via Brussels", "Total cost must not exceed $600", "Minimize total cost"], "step": 0, "clean_text": "On February 12, 2025, you will be arriving in Vienna from London by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Brussels, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04600. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.553320
updated_at: 2026-05-25 07:53:11.017076
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_27__noise_convention_hall", "source_id": "mpcc_flight_easy_27", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: convention_hall) / flight planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/convention_hall/flight/easy/mpcc_flight_easy_27.wav", "wav_path": "wild/mpcc/noise_audio/convention_hall/flight/easy/mpcc_flight_easy_27.wav", "constraints_numbered": "1. Depart from Mexico City\n2. Arrive in Los Angeles\n3. Travel on March 17, 2025\n4. Transfer via Dallas\n5. Total cost must not exceed $600\n6. Minimize total cost", "constraints_list": ["Depart from Mexico City", "Arrive in Los Angeles", "Travel on March 17, 2025", "Transfer via Dallas", "Total cost must not exceed $600", "Minimize total cost"], "step": 0, "clean_text": "On March 17, 2025, you will be arriving in Los Angeles from Mexico City by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Dallas, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04600. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.553387
updated_at: 2026-05-25 07:51:53.265989
meta: {}
data:
  {"sample_id": "mpcc_meeting_hard_31__noise_convention_hall", "source_id": "mpcc_meeting_hard_31", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "meeting planning", "task_difficulty": "hard", "domain_label": "ScheduleBench (Noise: convention_hall) / meeting planning / hard", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/convention_hall/meeting/hard/mpcc_meeting_hard_31.wav", "wav_path": "wild/mpcc/noise_audio/convention_hall/meeting/hard/mpcc_meeting_hard_31.wav", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 1.5 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 35 km/h\n7. Travel costs $1.0/km\n8. Meeting place prices for meeting places A, B, and C are 30, 40, and 50 $, respectively\n9. Total cost must not exceed $120", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 1.5 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 35 km/h", "Travel costs $1.0/km", "Meeting place prices for meeting places A, B, and C are 30, 40, and 50 $, respectively", "Total cost must not exceed $120"], "step": 0, "clean_text": "You are going to meet with 5 friends for a 1.5-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 35 km/h and 1.0 \uff04/km. The prices for meeting places A, B, and C are 30, 40, and 50 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 120 \uff04 and is as low as possible."}


created_at: 2026-05-19 20:14:03.553451
updated_at: 2026-05-25 07:52:17.314791
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_21__noise_convention_hall", "source_id": "mpcc_calendar_easy_21", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: convention_hall) / calendar planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/convention_hall/calendar/easy/mpcc_calendar_easy_21.wav", "wav_path": "wild/mpcc/noise_audio/convention_hall/calendar/easy/mpcc_calendar_easy_21.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $14.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $14.0", "Minimize total cost"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 14.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.553519
updated_at: 2026-05-25 10:09:52.068341
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_28__noise_convention_hall", "source_id": "mpcc_meeting_medium_28", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench (Noise: convention_hall) / meeting planning / medium", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/convention_hall/meeting/medium/mpcc_meeting_medium_28.wav", "wav_path": "wild/mpcc/noise_audio/convention_hall/meeting/medium/mpcc_meeting_medium_28.wav", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 11 km/h\n7. Travel costs $0.5/km\n8. Meeting place prices for meeting places A and B are 30 and 40 $, respectively\n9. Total cost must not exceed $85", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 11 km/h", "Travel costs $0.5/km", "Meeting place prices for meeting places A and B are 30 and 40 $, respectively", "Total cost must not exceed $85"], "step": 0, "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 11 km/h and 0.5 \uff04/km. The prices for meeting places A and B are 30 and 40 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 85 \uff04 and is as low as possible."}


created_at: 2026-05-19 20:14:03.553580
updated_at: 2026-05-25 07:52:59.617164
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_10__noise_mountain_outdoor", "source_id": "mpcc_flight_easy_10", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: mountain_outdoor) / flight planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/mountain_outdoor/flight/easy/mpcc_flight_easy_10.wav", "wav_path": "wild/mpcc/noise_audio/mountain_outdoor/flight/easy/mpcc_flight_easy_10.wav", "constraints_numbered": "1. Depart from Toronto\n2. Arrive in Boston\n3. Travel on October 11, 2025\n4. Transfer via Montreal\n5. Total cost must not exceed $500\n6. Minimize total cost", "constraints_list": ["Depart from Toronto", "Arrive in Boston", "Travel on October 11, 2025", "Transfer via Montreal", "Total cost must not exceed $500", "Minimize total cost"], "step": 0, "clean_text": "On October 11, 2025, you will be arriving in Boston from Toronto by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Montreal, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04500. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.553641
updated_at: 2026-05-25 10:10:11.617738
meta: {}
data:
  {"sample_id": "mpcc_meeting_medium_20__noise_mountain_outdoor", "source_id": "mpcc_meeting_medium_20", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "meeting planning", "task_difficulty": "medium", "domain_label": "ScheduleBench (Noise: mountain_outdoor) / meeting planning / medium", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/mountain_outdoor/meeting/medium/mpcc_meeting_medium_20.wav", "wav_path": "wild/mpcc/noise_audio/mountain_outdoor/meeting/medium/mpcc_meeting_medium_20.wav", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 2 hours\n3. Choose a day within the week\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 10 km/h\n7. Travel costs $0.5/km\n8. Meeting place prices for meeting places A and B are 45 and 30 $, respectively\n9. Total cost must not exceed $95", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 2 hours", "Choose a day within the week", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 10 km/h", "Travel costs $0.5/km", "Meeting place prices for meeting places A and B are 45 and 30 $, respectively", "Total cost must not exceed $95"], "step": 0, "clean_text": "You are going to meet with 5 friends for a 2-hour gathering on a certain day of the week. Their schedules for the week and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 10 km/h and 0.5 \uff04/km. The prices for meeting places A and B are 45 and 30 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 95 \uff04 and is as low as possible."}


created_at: 2026-05-19 20:14:03.553707
updated_at: 2026-05-25 14:28:02.492731
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_22__noise_mountain_outdoor", "source_id": "mpcc_meeting_easy_22", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: mountain_outdoor) / meeting planning / easy", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/mountain_outdoor/meeting/easy/mpcc_meeting_easy_22.wav", "wav_path": "wild/mpcc/noise_audio/mountain_outdoor/meeting/easy/mpcc_meeting_easy_22.wav", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 1 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 24 km/h\n7. Travel costs $1.0/km\n8. Meeting place prices for meeting places A and B are 40 and 60 $, respectively\n9. Total cost must not exceed $135", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 1 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 24 km/h", "Travel costs $1.0/km", "Meeting place prices for meeting places A and B are 40 and 60 $, respectively", "Total cost must not exceed $135"], "step": 0, "clean_text": "You are going to meet with 5 friends for a 1-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 24 km/h and 1.0 \uff04/km. The prices for meeting places A and B are 40 and 60 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 135 \uff04 and is as low as possible."}


created_at: 2026-05-19 20:14:03.553776
updated_at: 2026-05-25 14:28:24.908828
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_20__noise_mountain_outdoor", "source_id": "mpcc_flight_easy_20", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: mountain_outdoor) / flight planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/mountain_outdoor/flight/easy/mpcc_flight_easy_20.wav", "wav_path": "wild/mpcc/noise_audio/mountain_outdoor/flight/easy/mpcc_flight_easy_20.wav", "constraints_numbered": "1. Depart from San Francisco\n2. Arrive in Toronto\n3. Travel on August 12, 2025\n4. Transfer via Chicago\n5. Total cost must not exceed $700\n6. Minimize total cost", "constraints_list": ["Depart from San Francisco", "Arrive in Toronto", "Travel on August 12, 2025", "Transfer via Chicago", "Total cost must not exceed $700", "Minimize total cost"], "step": 0, "clean_text": "On August 12, 2025, you will be arriving in Toronto from San Francisco by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Chicago, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04700. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.554488
updated_at: 2026-05-25 10:11:28.695171
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_5__noise_mountain_outdoor", "source_id": "mpcc_meeting_easy_5", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: mountain_outdoor) / meeting planning / easy", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/mountain_outdoor/meeting/easy/mpcc_meeting_easy_5.wav", "wav_path": "wild/mpcc/noise_audio/mountain_outdoor/meeting/easy/mpcc_meeting_easy_5.wav", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 3 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 25 km/h\n7. Travel costs $0.25/km\n8. Meeting place prices for meeting places A and B are 30 and 40 $, respectively\n9. Total cost must not exceed $70", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 3 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 25 km/h", "Travel costs $0.25/km", "Meeting place prices for meeting places A and B are 30 and 40 $, respectively", "Total cost must not exceed $70"], "step": 0, "clean_text": "You are going to meet with 5 friends for a 3-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 25 km/h and 0.25 \uff04/km. The prices for meeting places A and B are 30 and 40 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 70 \uff04 and is as low as possible."}


created_at: 2026-05-19 20:14:03.554599
updated_at: 2026-05-25 14:31:40.869686
meta: {}
data:
  {"sample_id": "mpcc_flight_hard_17__noise_call_center", "source_id": "mpcc_flight_hard_17", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "flight planning", "task_difficulty": "hard", "domain_label": "ScheduleBench (Noise: call_center) / flight planning / hard", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/call_center/flight/hard/mpcc_flight_hard_17.wav", "wav_path": "wild/mpcc/noise_audio/call_center/flight/hard/mpcc_flight_hard_17.wav", "constraints_numbered": "1. Depart from Berlin\n2. Arrive in Vienna\n3. Travel between March 16, 2025 and March 18, 2025\n4. Available transit cities: Zurich, Paris, and London\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. Accommodation costs $50 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Berlin", "Arrive in Vienna", "Travel between March 16, 2025 and March 18, 2025", "Available transit cities: Zurich, Paris, and London", "Total cost must not exceed $600", "Minimize total cost", "Accommodation costs $50 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "step": 0, "clean_text": "You will be arriving in Vienna from Berlin by flight between March 16, 2025, and March 18, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Zurich, Paris, and London, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff0450 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04600. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.554663
updated_at: 2026-05-25 10:12:40.272834
meta: {}
data:
  {"sample_id": "mpcc_calendar_easy_12__noise_call_center", "source_id": "mpcc_calendar_easy_12", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "calendar planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: call_center) / calendar planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/call_center/calendar/easy/mpcc_calendar_easy_12.wav", "wav_path": "wild/mpcc/noise_audio/call_center/calendar/easy/mpcc_calendar_easy_12.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 2.0 hours\n3. Find a time within the day\n4. All attendees must be available\n5. Total cost must not exceed $23.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 2.0 hours", "Find a time within the day", "All attendees must be available", "Total cost must not exceed $23.0", "Minimize total cost"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day, to which 5 people are invited, and the meeting is scheduled to last for 2.0 hours. The daily schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for that day are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 23.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.554731
updated_at: 2026-05-25 10:20:21.198788
meta: {}
data:
  {"sample_id": "mpcc_calendar_medium_22__noise_call_center", "source_id": "mpcc_calendar_medium_22", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "calendar planning", "task_difficulty": "medium", "domain_label": "ScheduleBench (Noise: call_center) / calendar planning / medium", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/call_center/calendar/medium/mpcc_calendar_medium_22.wav", "wav_path": "wild/mpcc/noise_audio/call_center/calendar/medium/mpcc_calendar_medium_22.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Total cost must not exceed $15.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a day and time within the week", "All attendees must be available", "Total cost must not exceed $15.0", "Minimize total cost"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for the week are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 15.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.554795
updated_at: 2026-05-25 10:38:34.892032
meta: {}
data:
  {"sample_id": "mpcc_meeting_easy_24__noise_call_center", "source_id": "mpcc_meeting_easy_24", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "meeting planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: call_center) / meeting planning / easy", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/call_center/meeting/easy/mpcc_meeting_easy_24.wav", "wav_path": "wild/mpcc/noise_audio/call_center/meeting/easy/mpcc_meeting_easy_24.wav", "constraints_numbered": "1. Meeting with 5 friends\n2. Gathering lasts 3 hours\n3. Choose a time within the day\n4. Time must be between 8:00 AM and 10:00 PM\n5. No conflicts with attendees' schedules\n6. Average travel speed is 20 km/h\n7. Travel costs $0.75/km\n8. Meeting place prices for meeting places A and B are 30 and 40 $, respectively\n9. Total cost must not exceed $90", "constraints_list": ["Meeting with 5 friends", "Gathering lasts 3 hours", "Choose a time within the day", "Time must be between 8:00 AM and 10:00 PM", "No conflicts with attendees' schedules", "Average travel speed is 20 km/h", "Travel costs $0.75/km", "Meeting place prices for meeting places A and B are 30 and 40 $, respectively", "Total cost must not exceed $90"], "step": 0, "clean_text": "You are going to meet with 5 friends for a 3-hour gathering on a certain day. Their schedules for that day and the distances from their houses to the alternative meeting places are provided in the form of images. You need to choose a suitable time (between 8:00 AM and 10:00 PM) to ensure that everyone can attend the gathering without conflicting with their other arrangements. The average travel speed and travel price in the local area are 20 km/h and 0.75 \uff04/km. The prices for meeting places A and B are 30 and 40 \uff04, respectively. Please ensure that the total cost of the plan you choose (including the meeting place fee and the total transportation cost for 5 people) does not exceed 90 \uff04 and is as low as possible."}


created_at: 2026-05-19 20:14:03.554857
updated_at: 2026-05-25 14:32:09.763088
meta: {}
data:
  {"sample_id": "mpcc_flight_medium_16__noise_call_center", "source_id": "mpcc_flight_medium_16", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "flight planning", "task_difficulty": "medium", "domain_label": "ScheduleBench (Noise: call_center) / flight planning / medium", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/call_center/flight/medium/mpcc_flight_medium_16.wav", "wav_path": "wild/mpcc/noise_audio/call_center/flight/medium/mpcc_flight_medium_16.wav", "constraints_numbered": "1. Depart from Brussels\n2. Arrive in Amsterdam\n3. Travel between March 13, 2025 and March 15, 2025\n4. Available transit cities: Paris and London\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. Accommodation costs $120 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Brussels", "Arrive in Amsterdam", "Travel between March 13, 2025 and March 15, 2025", "Available transit cities: Paris and London", "Total cost must not exceed $600", "Minimize total cost", "Accommodation costs $120 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "step": 0, "clean_text": "You will be arriving in Amsterdam from Brussels by flight between March 13, 2025, and March 15, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Paris and London, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff04120 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04600. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.554921
updated_at: 2026-05-25 14:32:28.278790
meta: {}
data:
  {"sample_id": "mpcc_flight_hard_17__noise_static_noise", "source_id": "mpcc_flight_hard_17", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "flight planning", "task_difficulty": "hard", "domain_label": "ScheduleBench (Noise: static_noise) / flight planning / hard", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/static_noise/flight/hard/mpcc_flight_hard_17.wav", "wav_path": "wild/mpcc/noise_audio/static_noise/flight/hard/mpcc_flight_hard_17.wav", "constraints_numbered": "1. Depart from Berlin\n2. Arrive in Vienna\n3. Travel between March 16, 2025 and March 18, 2025\n4. Available transit cities: Zurich, Paris, and London\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. Accommodation costs $50 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Berlin", "Arrive in Vienna", "Travel between March 16, 2025 and March 18, 2025", "Available transit cities: Zurich, Paris, and London", "Total cost must not exceed $600", "Minimize total cost", "Accommodation costs $50 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "step": 0, "clean_text": "You will be arriving in Vienna from Berlin by flight between March 16, 2025, and March 18, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Zurich, Paris, and London, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff0450 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04600. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.554982
updated_at: 2026-05-25 14:32:57.324842
meta: {}
data:
  {"sample_id": "mpcc_calendar_medium_20__noise_static_noise", "source_id": "mpcc_calendar_medium_20", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "calendar planning", "task_difficulty": "medium", "domain_label": "ScheduleBench (Noise: static_noise) / calendar planning / medium", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/static_noise/calendar/medium/mpcc_calendar_medium_20.wav", "wav_path": "wild/mpcc/noise_audio/static_noise/calendar/medium/mpcc_calendar_medium_20.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Total cost must not exceed $12.0\n6. Minimize total cost", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a day and time within the week", "All attendees must be available", "Total cost must not exceed $12.0", "Minimize total cost"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting room for the week are provided in the form of images. Based on this information, you need to select the best time for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 12.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.555041
updated_at: 2026-05-25 14:41:39.807870
meta: {}
data:
  {"sample_id": "mpcc_flight_easy_19__noise_static_noise", "source_id": "mpcc_flight_easy_19", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "flight planning", "task_difficulty": "easy", "domain_label": "ScheduleBench (Noise: static_noise) / flight planning / easy", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/static_noise/flight/easy/mpcc_flight_easy_19.wav", "wav_path": "wild/mpcc/noise_audio/static_noise/flight/easy/mpcc_flight_easy_19.wav", "constraints_numbered": "1. Depart from Rio de Janeiro\n2. Arrive in Santiago\n3. Travel on April 16, 2025\n4. Transfer via Curitiba\n5. Total cost must not exceed $500\n6. Minimize total cost", "constraints_list": ["Depart from Rio de Janeiro", "Arrive in Santiago", "Travel on April 16, 2025", "Transfer via Curitiba", "Total cost must not exceed $500", "Minimize total cost"], "step": 0, "clean_text": "On April 16, 2025, you will be arriving in Santiago from Rio de Janeiro by flight, but there are no direct flights between these two cities. Therefore, You need to transfer at Curitiba, and provide a complete flight transit plan to minimize the total cost, with the total price of all flights not exceeding \uff04500. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.555103
updated_at: 2026-05-25 14:41:52.969489
meta: {}
data:
  {"sample_id": "mpcc_flight_medium_14__noise_static_noise", "source_id": "mpcc_flight_medium_14", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "flight planning", "task_difficulty": "medium", "domain_label": "ScheduleBench (Noise: static_noise) / flight planning / medium", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/static_noise/flight/medium/mpcc_flight_medium_14.wav", "wav_path": "wild/mpcc/noise_audio/static_noise/flight/medium/mpcc_flight_medium_14.wav", "constraints_numbered": "1. Depart from Vienna\n2. Arrive in Berlin\n3. Travel between March 07, 2025 and March 09, 2025\n4. Available transit cities: Zurich and Paris\n5. Total cost must not exceed $600\n6. Minimize total cost\n7. Accommodation costs $140 per night at transit cities\n8. Each transit city visited at most once\n9. At least one hour buffer between flights", "constraints_list": ["Depart from Vienna", "Arrive in Berlin", "Travel between March 07, 2025 and March 09, 2025", "Available transit cities: Zurich and Paris", "Total cost must not exceed $600", "Minimize total cost", "Accommodation costs $140 per night at transit cities", "Each transit city visited at most once", "At least one hour buffer between flights"], "step": 0, "clean_text": "You will be arriving in Berlin from Vienna by flight between March 07, 2025, and March 09, 2025, but there are no direct flights between these two cities. Therefore, you need to choose suitable flights through the transit cities of Zurich and Paris, and provide a complete flight transit plan to minimize the total cost. If you opt for a flight plan that spans more than one day, you will also need to cover the accommodation costs at the transit locations, with an average accommodation price of \uff04140 per night at every transit city. The total cost of the plan, including flights and accommodations, should not exceed \uff04600. You may choose more than one transit city, but each transit city can only be arrived at once. There should be at least a one-hour interval between each pair of flights you choose to serve as a buffer time."}


created_at: 2026-05-19 20:14:03.555162
updated_at: 2026-05-25 14:41:21.749657
meta: {}
data:
  {"sample_id": "mpcc_calendar_hard_26__noise_static_noise", "source_id": "mpcc_calendar_hard_26", "task_domain": "mpcc", "paper_domain": "ScheduleBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "calendar planning", "task_difficulty": "hard", "domain_label": "ScheduleBench (Noise: static_noise) / calendar planning / hard", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/mpcc/noise_audio/static_noise/calendar/hard/mpcc_calendar_hard_26.wav", "wav_path": "wild/mpcc/noise_audio/static_noise/calendar/hard/mpcc_calendar_hard_26.wav", "constraints_numbered": "1. 5 attendees must be invited\n2. Meeting lasts 1.5 hours\n3. Find a day and time within the week\n4. All attendees must be available\n5. Choose among 3 meeting rooms\n6. Total cost must not exceed $12.0", "constraints_list": ["5 attendees must be invited", "Meeting lasts 1.5 hours", "Find a day and time within the week", "All attendees must be available", "Choose among 3 meeting rooms", "Total cost must not exceed $12.0"], "step": 0, "clean_text": "You are planning to organize a meeting on a certain day of the week, to which 5 people are invited, and the meeting is scheduled to last for 1.5 hours. You have three meeting rooms available for selection. The weekly schedules of these 5 attendees, fee structure, and meeting room booking information of the meeting rooms are provided in the form of images. Based on this information, you need to select the best time and meeting room for the meeting to ensure that all attendees have time to attend and that the total cost of the meeting is no more than 12.0 \uff04, with the lower the better."}


created_at: 2026-05-19 20:14:03.555243
updated_at: 2026-05-25 14:42:10.313374
meta: {}
data:
  {"sample_id": "gui_0255377264015492__noise_mountain_outdoor_step0", "source_id": "gui_0255377264015492", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: mountain_outdoor) / Media_Entertainment (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/mountain_outdoor/Media_Entertainment/0255377264015492_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/mountain_outdoor/Media_Entertainment/0255377264015492_step0.wav", "constraints_numbered": "1. Watch a lecture on 3D Printing on app YouTube\n2. record the name of the course in Microsoft Word", "constraints_list": ["Watch a lecture on 3D Printing on app YouTube", "record the name of the course in Microsoft Word"], "step": 0, "clean_text": "Watch a lecture on 3D Printing on app YouTube and then record the name of the course in Microsoft Word."}


created_at: 2026-05-19 20:14:03.555303
updated_at: 2026-05-25 14:42:27.803237
meta: {}
data:
  {"sample_id": "gui_0131888848291691__noise_mountain_outdoor_step0", "source_id": "gui_0131888848291691", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: mountain_outdoor) / General_Tool (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/mountain_outdoor/General_Tool/0131888848291691_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/mountain_outdoor/General_Tool/0131888848291691_step0.wav", "constraints_numbered": "1. Locate a data analyst position on Indeed Job Search\n2. document the company name using Google Docs", "constraints_list": ["Locate a data analyst position on Indeed Job Search", "document the company name using Google Docs"], "step": 0, "clean_text": "Locate a data analyst position on Indeed Job Search, then document the company name using Google Docs."}


created_at: 2026-05-19 20:14:03.555377
updated_at: 2026-05-25 14:42:43.667965
meta: {}
data:
  {"sample_id": "gui_0230010406789851__noise_mountain_outdoor_step0", "source_id": "gui_0230010406789851", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: mountain_outdoor) / Social_Sharing (step 0)", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/mountain_outdoor/Social_Sharing/0230010406789851_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/mountain_outdoor/Social_Sharing/0230010406789851_step0.wav", "constraints_numbered": "1. Using Opera, search for an event focused on a virtual reality expo\n2. Once you find a suitable event, go to Tumblr\n3. start a conversation about it with katsunaksu", "constraints_list": ["Using Opera, search for an event focused on a virtual reality expo", "Once you find a suitable event, go to Tumblr", "start a conversation about it with katsunaksu"], "step": 0, "clean_text": "Using Opera, search for an event focused on a virtual reality expo. Once you find a suitable event, go to Tumblr and start a conversation about it with katsunaksu."}


created_at: 2026-05-19 20:14:03.555449
updated_at: 2026-05-25 14:43:00.205402
meta: {}
data:
  {"sample_id": "gui_0436244994715553__noise_mountain_outdoor_step0", "source_id": "gui_0436244994715553", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: mountain_outdoor) / Web_Shopping (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/mountain_outdoor/Web_Shopping/0436244994715553_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/mountain_outdoor/Web_Shopping/0436244994715553_step0.wav", "constraints_numbered": "1. Utilize Threads to gather recommendations for a top-rated air purifier\n2. proceed to Ebay to purchase one", "constraints_list": ["Utilize Threads to gather recommendations for a top-rated air purifier", "proceed to Ebay to purchase one"], "step": 0, "clean_text": "Utilize Threads to gather recommendations for a top-rated air purifier and then proceed to Ebay to purchase one."}


created_at: 2026-05-19 20:14:03.555512
updated_at: 2026-05-25 17:40:20.239785
meta: {}
data:
  {"sample_id": "gui_0113861306822299__noise_mountain_outdoor_step0", "source_id": "gui_0113861306822299", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: mountain_outdoor) / Information_Management (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/mountain_outdoor/Information_Management/0113861306822299_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/mountain_outdoor/Information_Management/0113861306822299_step0.wav", "constraints_numbered": "1. Using Spotify and Firefox\n2. search for the top Jazz songs of 2023 and add at least one of them to your playlist", "constraints_list": ["Using Spotify and Firefox", "search for the top Jazz songs of 2023 and add at least one of them to your playlist"], "step": 0, "clean_text": "Using Spotify and Firefox, search for the top Jazz songs of 2023 and add at least one of them to your playlist."}


created_at: 2026-05-19 20:14:03.555571
updated_at: 2026-05-25 14:58:34.627591
meta: {}
data:
  {"sample_id": "gui_0243587092778583__noise_convention_hall_step0", "source_id": "gui_0243587092778583", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: convention_hall) / Multi_Apps (step 0)", "requirement_count": 5, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/convention_hall/Multi_Apps/0243587092778583_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/convention_hall/Multi_Apps/0243587092778583_step0.wav", "constraints_numbered": "1. First, install 'Shorts VotTak: Short Video App' via the 'Google Play Store'\n2. After installation\n3. launch the 'Shorts VotTak' app\n4. navigate to the 'Setting' app to disable notifications for 'Shorts VotTak'\n5. reopen 'Shorts VotTak' to watch a video", "constraints_list": ["First, install 'Shorts VotTak: Short Video App' via the 'Google Play Store'", "After installation", "launch the 'Shorts VotTak' app", "navigate to the 'Setting' app to disable notifications for 'Shorts VotTak'", "reopen 'Shorts VotTak' to watch a video"], "step": 0, "clean_text": "First, install 'Shorts VotTak: Short Video App' via the 'Google Play Store'. After installation, launch the 'Shorts VotTak' app. Next, navigate to the 'Setting' app to disable notifications for 'Shorts VotTak'. Finally, reopen 'Shorts VotTak' to watch a video."}


created_at: 2026-05-19 20:14:03.555631
updated_at: 2026-05-25 14:58:52.500603
meta: {}
data:
  {"sample_id": "gui_0207700760146706__noise_convention_hall_step0", "source_id": "gui_0207700760146706", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: convention_hall) / General_Tool (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/convention_hall/General_Tool/0207700760146706_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/convention_hall/General_Tool/0207700760146706_step0.wav", "constraints_numbered": "1. Explore a significant historical event from The Vietnam War and, using Tiktok\n2. Google Play Books & Audiobooks, read or listen to a related book", "constraints_list": ["Explore a significant historical event from The Vietnam War and, using Tiktok", "Google Play Books & Audiobooks, read or listen to a related book"], "step": 0, "clean_text": "Explore a significant historical event from The Vietnam War and, using Tiktok and Google Play Books & Audiobooks, read or listen to a related book."}


created_at: 2026-05-19 20:14:03.555695
updated_at: 2026-05-25 14:59:11.266065
meta: {}
data:
  {"sample_id": "gui_0610518420988415__noise_convention_hall_step0", "source_id": "gui_0610518420988415", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: convention_hall) / Web_Shopping (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/convention_hall/Web_Shopping/0610518420988415_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/convention_hall/Web_Shopping/0610518420988415_step0.wav", "constraints_numbered": "1. Utilize Instagram to discover highly recommended smart light bulbs\n2. proceed to purchase one through Flipkart", "constraints_list": ["Utilize Instagram to discover highly recommended smart light bulbs", "proceed to purchase one through Flipkart"], "step": 0, "clean_text": "Utilize Instagram to discover highly recommended smart light bulbs and then proceed to purchase one through Flipkart."}


created_at: 2026-05-19 20:14:03.555756
updated_at: 2026-05-25 14:59:47.584955
meta: {}
data:
  {"sample_id": "gui_0000912578932237__noise_convention_hall_step0", "source_id": "gui_0000912578932237", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: convention_hall) / Multi_Apps (step 0)", "requirement_count": 5, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/convention_hall/Multi_Apps/0000912578932237_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/convention_hall/Multi_Apps/0000912578932237_step0.wav", "constraints_numbered": "1. Using the Opera browser\n2. search for a Chocolate chip cookie recipe\n3. compile the main ingredients into a shopping list within Microsoft To Do\n4. locate these ingredients on Ebay\n5. add them to your cart", "constraints_list": ["Using the Opera browser", "search for a Chocolate chip cookie recipe", "compile the main ingredients into a shopping list within Microsoft To Do", "locate these ingredients on Ebay", "add them to your cart"], "step": 0, "clean_text": "Using the Opera browser, search for a Chocolate chip cookie recipe. Next, compile the main ingredients into a shopping list within Microsoft To Do. Finally, locate these ingredients on Ebay and add them to your cart."}


created_at: 2026-05-19 20:14:03.555819
updated_at: 2026-05-25 15:03:08.454909
meta: {}
data:
  {"sample_id": "gui_0201385541141990__noise_convention_hall_step0", "source_id": "gui_0201385541141990", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: convention_hall) / Multi_Apps (step 0)", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/convention_hall/Multi_Apps/0201385541141990_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/convention_hall/Multi_Apps/0201385541141990_step0.wav", "constraints_numbered": "1. Search for a photograph of a Tulip using Firefox Browser\n2. use the Plantin app to identify the flower\n3. If the app confirms that the flower is indeed a Tulip\n4. save the image along with the plant's name in a document using WPS Office", "constraints_list": ["Search for a photograph of a Tulip using Firefox Browser", "use the Plantin app to identify the flower", "If the app confirms that the flower is indeed a Tulip", "save the image along with the plant's name in a document using WPS Office"], "step": 0, "clean_text": "Search for a photograph of a Tulip using Firefox Browser, then use the Plantin app to identify the flower. If the app confirms that the flower is indeed a Tulip, save the image along with the plant's name in a document using WPS Office."}


created_at: 2026-05-19 20:14:03.555882
updated_at: 2026-05-25 19:16:16.682489
meta: {}
data:
  {"sample_id": "gui_0874581212082437__noise_coffee_shop_step0", "source_id": "gui_0874581212082437", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "Web_Shopping", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: coffee_shop) / Web_Shopping (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/coffee_shop/Web_Shopping/0874581212082437_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/coffee_shop/Web_Shopping/0874581212082437_step0.wav", "constraints_numbered": "1. Check the prices of AirPods Pro 2 on various shopping platforms, specifically Amazon and AliExpress\n2. place the most affordable option into the cart", "constraints_list": ["Check the prices of AirPods Pro 2 on various shopping platforms, specifically Amazon and AliExpress", "place the most affordable option into the cart"], "step": 0, "clean_text": "Check the prices of AirPods Pro 2 on various shopping platforms, specifically Amazon and AliExpress, and then place the most affordable option into the cart."}


created_at: 2026-05-19 20:14:03.555940
updated_at: 2026-05-25 15:03:58.740376
meta: {}
data:
  {"sample_id": "gui_0363106249041737__noise_coffee_shop_step0", "source_id": "gui_0363106249041737", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: coffee_shop) / Information_Management (step 0)", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/coffee_shop/Information_Management/0363106249041737_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/coffee_shop/Information_Management/0363106249041737_step0.wav", "constraints_numbered": "1. Use AutoScout24: Buy & sell cars\n2. Chrome to identify the most popular Honda car product\n3. verify its price in the car app", "constraints_list": ["Use AutoScout24: Buy & sell cars", "Chrome to identify the most popular Honda car product", "verify its price in the car app"], "step": 0, "clean_text": "Use AutoScout24: Buy & sell cars and Chrome to identify the most popular Honda car product and verify its price in the car app."}


created_at: 2026-05-19 20:14:03.555997
updated_at: 2026-05-25 15:04:18.701115
meta: {}
data:
  {"sample_id": "gui_0188546927608145__noise_coffee_shop_step0", "source_id": "gui_0188546927608145", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: coffee_shop) / General_Tool (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/coffee_shop/General_Tool/0188546927608145_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/coffee_shop/General_Tool/0188546927608145_step0.wav", "constraints_numbered": "1. Update your phone's language settings to Danish\n2. launch the Photos app to verify the change", "constraints_list": ["Update your phone's language settings to Danish", "launch the Photos app to verify the change"], "step": 0, "clean_text": "Update your phone's language settings to Danish and then launch the Photos app to verify the change."}


created_at: 2026-05-19 20:14:03.556058
updated_at: 2026-05-25 15:04:43.771977
meta: {}
data:
  {"sample_id": "gui_0135789980944621__noise_coffee_shop_step0", "source_id": "gui_0135789980944621", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: coffee_shop) / General_Tool (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/coffee_shop/General_Tool/0135789980944621_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/coffee_shop/General_Tool/0135789980944621_step0.wav", "constraints_numbered": "1. Using the 'Settings' app, activate 'Do not disturb' mode on your phone\n2. open the 'Clock' app to set an alarm for 7:00 AM to wake up", "constraints_list": ["Using the 'Settings' app, activate 'Do not disturb' mode on your phone", "open the 'Clock' app to set an alarm for 7:00 AM to wake up"], "step": 0, "clean_text": "Using the 'Settings' app, activate 'Do not disturb' mode on your phone, then open the 'Clock' app to set an alarm for 7:00 AM to wake up."}


created_at: 2026-05-19 20:14:03.556116
updated_at: 2026-05-25 15:07:23.409646
meta: {}
data:
  {"sample_id": "gui_0122136372603148__noise_coffee_shop_step0", "source_id": "gui_0122136372603148", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: coffee_shop) / Media_Entertainment (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/coffee_shop/Media_Entertainment/0122136372603148_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/coffee_shop/Media_Entertainment/0122136372603148_step0.wav", "constraints_numbered": "1. Search for a beginner's Yoga workout video on Instagram\n2. use your To-Do List app to set up a reminder for tomorrow morning", "constraints_list": ["Search for a beginner's Yoga workout video on Instagram", "use your To-Do List app to set up a reminder for tomorrow morning"], "step": 0, "clean_text": "Search for a beginner's Yoga workout video on Instagram and then use your To-Do List app to set up a reminder for tomorrow morning."}


created_at: 2026-05-19 20:14:03.556179
updated_at: 2026-05-25 15:07:39.342983
meta: {}
data:
  {"sample_id": "gui_0354156816591639__noise_static_noise_step0", "source_id": "gui_0354156816591639", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: static_noise) / Media_Entertainment (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/static_noise/Media_Entertainment/0354156816591639_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/static_noise/Media_Entertainment/0354156816591639_step0.wav", "constraints_numbered": "1. Open Pandora and listen to a podcast episode about yoga for beginners\n2. use Microsoft To Do to create a to-do list for tomorrow", "constraints_list": ["Open Pandora and listen to a podcast episode about yoga for beginners", "use Microsoft To Do to create a to-do list for tomorrow"], "step": 0, "clean_text": "Open Pandora and listen to a podcast episode about yoga for beginners. Afterwards, use Microsoft To Do to create a to-do list for tomorrow."}


created_at: 2026-05-19 20:14:03.556251
updated_at: 2026-05-25 15:07:57.680116
meta: {}
data:
  {"sample_id": "gui_0207700760146706__noise_static_noise_step0", "source_id": "gui_0207700760146706", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: static_noise) / General_Tool (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/static_noise/General_Tool/0207700760146706_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/static_noise/General_Tool/0207700760146706_step0.wav", "constraints_numbered": "1. Explore a significant historical event from The Vietnam War and, using Tiktok\n2. Google Play Books & Audiobooks, read or listen to a related book", "constraints_list": ["Explore a significant historical event from The Vietnam War and, using Tiktok", "Google Play Books & Audiobooks, read or listen to a related book"], "step": 0, "clean_text": "Explore a significant historical event from The Vietnam War and, using Tiktok and Google Play Books & Audiobooks, read or listen to a related book."}


created_at: 2026-05-19 20:14:03.556316
updated_at: 2026-05-25 15:08:20.552250
meta: {}
data:
  {"sample_id": "gui_0135568827116062__noise_static_noise_step0", "source_id": "gui_0135568827116062", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: static_noise) / Media_Entertainment (step 0)", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/static_noise/Media_Entertainment/0135568827116062_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/static_noise/Media_Entertainment/0135568827116062_step0.wav", "constraints_numbered": "1. First, open Instagram\n2. find a trending video to watch\n3. switch to the Setting app\n4. adjust the volume on your phone to the maximum level", "constraints_list": ["First, open Instagram", "find a trending video to watch", "switch to the Setting app", "adjust the volume on your phone to the maximum level"], "step": 0, "clean_text": "First, open Instagram and find a trending video to watch. Then, switch to the Setting app and adjust the volume on your phone to the maximum level."}


created_at: 2026-05-19 20:14:03.556375
updated_at: 2026-05-25 15:08:42.859288
meta: {}
data:
  {"sample_id": "gui_0019778284340925__noise_static_noise_step0", "source_id": "gui_0019778284340925", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: static_noise) / Information_Management (step 0)", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/static_noise/Information_Management/0019778284340925_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/static_noise/Information_Management/0019778284340925_step0.wav", "constraints_numbered": "1. Locate a nearby sports arena\n2. use the Google Play Store to download a fitness tracking app for setting your fitness goals\n3. Additionally, consider using Lyft for convenient transportation to the sports arena", "constraints_list": ["Locate a nearby sports arena", "use the Google Play Store to download a fitness tracking app for setting your fitness goals", "Additionally, consider using Lyft for convenient transportation to the sports arena"], "step": 0, "clean_text": "Locate a nearby sports arena and then use the Google Play Store to download a fitness tracking app for setting your fitness goals. Additionally, consider using Lyft for convenient transportation to the sports arena."}


created_at: 2026-05-19 20:14:03.556436
updated_at: 2026-05-25 15:09:07.820380
meta: {}
data:
  {"sample_id": "gui_0251555132625444__noise_static_noise_step0", "source_id": "gui_0251555132625444", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: static_noise) / Multi_Apps (step 0)", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/static_noise/Multi_Apps/0251555132625444_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/static_noise/Multi_Apps/0251555132625444_step0.wav", "constraints_numbered": "1. Access the 'CNN Breaking US & World News' app to read an English news article\n2. Use 'Yandex Translate' to translate the news title into Irish\n3. record the translated title in 'Google Keep'", "constraints_list": ["Access the 'CNN Breaking US & World News' app to read an English news article", "Use 'Yandex Translate' to translate the news title into Irish", "record the translated title in 'Google Keep'"], "step": 0, "clean_text": "Access the 'CNN Breaking US & World News' app to read an English news article. Use 'Yandex Translate' to translate the news title into Irish, then record the translated title in 'Google Keep'."}


created_at: 2026-05-19 20:14:03.556494
updated_at: 2026-05-25 15:10:33.564253
meta: {}
data:
  {"sample_id": "gui_0300698452742825__noise_interruption_step0", "source_id": "gui_0300698452742825", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: interruption) / Media_Entertainment (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/interruption/Media_Entertainment/0300698452742825_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/interruption/Media_Entertainment/0300698452742825_step0.wav", "constraints_numbered": "1. Open Triller to watch a trending video\n2. use the Setting app to turn the volume on your phone to maximum", "constraints_list": ["Open Triller to watch a trending video", "use the Setting app to turn the volume on your phone to maximum"], "step": 0, "clean_text": "Open Triller to watch a trending video, and then use the Setting app to turn the volume on your phone to maximum."}


created_at: 2026-05-19 20:14:03.556556
updated_at: 2026-05-25 15:11:04.375695
meta: {}
data:
  {"sample_id": "gui_0208932442851349__noise_interruption_step0", "source_id": "gui_0208932442851349", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "Social_Sharing", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: interruption) / Social_Sharing (step 0)", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/interruption/Social_Sharing/0208932442851349_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/interruption/Social_Sharing/0208932442851349_step0.wav", "constraints_numbered": "1. Use the BBC News app to locate the latest updates on Artificial Intelligence\n2. After finding a pertinent article\n3. share it via Gmail to caba62244@gmail.com", "constraints_list": ["Use the BBC News app to locate the latest updates on Artificial Intelligence", "After finding a pertinent article", "share it via Gmail to caba62244@gmail.com"], "step": 0, "clean_text": "Use the BBC News app to locate the latest updates on Artificial Intelligence. After finding a pertinent article, share it via Gmail to caba62244@gmail.com."}


created_at: 2026-05-19 20:14:03.562211
updated_at: 2026-05-25 15:11:56.778802
meta: {}
data:
  {"sample_id": "gui_0206356317737773__noise_interruption_step0", "source_id": "gui_0206356317737773", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: interruption) / Multi_Apps (step 0)", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/interruption/Multi_Apps/0206356317737773_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/interruption/Multi_Apps/0206356317737773_step0.wav", "constraints_numbered": "1. First, open the App Store\n2. uninstall the TikTok app\n3. go to Settings to confirm that TikTok has been successfully uninstalled\n4. use Google Play Store to download an alternative app Instagram\n5. Once downloaded\n6. open the newly installed app", "constraints_list": ["First, open the App Store", "uninstall the TikTok app", "go to Settings to confirm that TikTok has been successfully uninstalled", "use Google Play Store to download an alternative app Instagram", "Once downloaded", "open the newly installed app"], "step": 0, "clean_text": "First, open the App Store and uninstall the TikTok app. Afterward, go to Settings to confirm that TikTok has been successfully uninstalled. Next, use Google Play Store to download an alternative app Instagram. Once downloaded, open the newly installed app."}


created_at: 2026-05-19 20:14:03.562327
updated_at: 2026-05-25 20:42:15.920251
meta: {}
data:
  {"sample_id": "gui_0265565572100952__noise_interruption_step0", "source_id": "gui_0265565572100952", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: interruption) / Information_Management (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/interruption/Information_Management/0265565572100952_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/interruption/Information_Management/0265565572100952_step0.wav", "constraints_numbered": "1. Use DuckDuckGo to find the latest Disney movie release\n2. open your Calendar to identify an evening when you are free to watch it", "constraints_list": ["Use DuckDuckGo to find the latest Disney movie release", "open your Calendar to identify an evening when you are free to watch it"], "step": 0, "clean_text": "Use DuckDuckGo to find the latest Disney movie release, then open your Calendar to identify an evening when you are free to watch it."}


created_at: 2026-05-19 20:14:03.562399
updated_at: 2026-05-25 15:12:28.623556
meta: {}
data:
  {"sample_id": "gui_0213791829762595__noise_interruption_step0", "source_id": "gui_0213791829762595", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: interruption) / Multi_Apps (step 0)", "requirement_count": 5, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/interruption/Multi_Apps/0213791829762595_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/interruption/Multi_Apps/0213791829762595_step0.wav", "constraints_numbered": "1. Firstly, navigate to the Google Play Store to install the Likee app\n2. Once installed\n3. open the Likee app\n4. go to the Setting app to disable notifications for Likee\n5. reopen the Likee app to enjoy watching a video", "constraints_list": ["Firstly, navigate to the Google Play Store to install the Likee app", "Once installed", "open the Likee app", "go to the Setting app to disable notifications for Likee", "reopen the Likee app to enjoy watching a video"], "step": 0, "clean_text": "Firstly, navigate to the Google Play Store to install the Likee app. Once installed, open the Likee app. Afterwards, go to the Setting app to disable notifications for Likee. Finally, reopen the Likee app to enjoy watching a video."}


created_at: 2026-05-19 20:14:03.562470
updated_at: 2026-05-25 15:14:27.445055
meta: {}
data:
  {"sample_id": "gui_0180696773201938__noise_call_center_step0", "source_id": "gui_0180696773201938", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "Multi_Apps", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: call_center) / Multi_Apps (step 0)", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/call_center/Multi_Apps/0180696773201938_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/call_center/Multi_Apps/0180696773201938_step0.wav", "constraints_numbered": "1. Start by using Chrome to find a new hiking trail\n2. check the weekend weather forecast on Windy.com-Weather Forecast\n3. invite Victor James to join the hike through Facebook", "constraints_list": ["Start by using Chrome to find a new hiking trail", "check the weekend weather forecast on Windy.com-Weather Forecast", "invite Victor James to join the hike through Facebook"], "step": 0, "clean_text": "Start by using Chrome to find a new hiking trail. Next, check the weekend weather forecast on Windy.com-Weather Forecast. Finally, invite Victor James to join the hike through Facebook."}


created_at: 2026-05-19 20:14:03.562543
updated_at: 2026-05-25 15:14:53.610788
meta: {}
data:
  {"sample_id": "gui_0074966019597416__noise_call_center_step0", "source_id": "gui_0074966019597416", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: call_center) / Media_Entertainment (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/call_center/Media_Entertainment/0074966019597416_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/call_center/Media_Entertainment/0074966019597416_step0.wav", "constraints_numbered": "1. View a video on YouTube regarding fitness tracking app recommendations\n2. proceed to download one of the suggested apps from the Google Play Store", "constraints_list": ["View a video on YouTube regarding fitness tracking app recommendations", "proceed to download one of the suggested apps from the Google Play Store"], "step": 0, "clean_text": "View a video on YouTube regarding fitness tracking app recommendations, and then proceed to download one of the suggested apps from the Google Play Store."}


created_at: 2026-05-19 20:14:03.562610
updated_at: 2026-05-25 15:15:14.043826
meta: {}
data:
  {"sample_id": "gui_0271654003819383__noise_call_center_step0", "source_id": "gui_0271654003819383", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "Media_Entertainment", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: call_center) / Media_Entertainment (step 0)", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/call_center/Media_Entertainment/0271654003819383_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/call_center/Media_Entertainment/0271654003819383_step0.wav", "constraints_numbered": "1. Open YouTube to watch a video about fitness tracking app recommendations\n2. head over to the Google Play Store\n3. download one of the recommended apps", "constraints_list": ["Open YouTube to watch a video about fitness tracking app recommendations", "head over to the Google Play Store", "download one of the recommended apps"], "step": 0, "clean_text": "Open YouTube to watch a video about fitness tracking app recommendations. Then, head over to the Google Play Store and download one of the recommended apps."}


created_at: 2026-05-19 20:14:03.563016
updated_at: 2026-05-25 15:15:36.430056
meta: {}
data:
  {"sample_id": "gui_0191751033400150__noise_call_center_step0", "source_id": "gui_0191751033400150", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "General_Tool", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: call_center) / General_Tool (step 0)", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/call_center/General_Tool/0191751033400150_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/call_center/General_Tool/0191751033400150_step0.wav", "constraints_numbered": "1. Switch to dark mode in the Settings app\n2. open the Amazon Kindle reading app", "constraints_list": ["Switch to dark mode in the Settings app", "open the Amazon Kindle reading app"], "step": 0, "clean_text": "Switch to dark mode in the Settings app, then open the Amazon Kindle reading app."}


created_at: 2026-05-19 20:14:03.563138
updated_at: 2026-05-25 15:15:55.626238
meta: {}
data:
  {"sample_id": "gui_0307664806070899__noise_call_center_step0", "source_id": "gui_0307664806070899", "task_domain": "gui_odyssey", "paper_domain": "GUIBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "Information_Management", "task_difficulty": "n/a", "domain_label": "GUIBench (Noise: call_center) / Information_Management (step 0)", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/gui_odyssey/noise_audio/call_center/Information_Management/0307664806070899_step0.wav", "wav_path": "wild/gui_odyssey/noise_audio/call_center/Information_Management/0307664806070899_step0.wav", "constraints_numbered": "1. Using 'Daily Forecast'\n2. check the weather forecast for Paris for tomorrow\n3. create a to-do list based on that information in 'Microsoft Word'", "constraints_list": ["Using 'Daily Forecast'", "check the weather forecast for Paris for tomorrow", "create a to-do list based on that information in 'Microsoft Word'"], "step": 0, "clean_text": "Using 'Daily Forecast', check the weather forecast for Paris for tomorrow, and then create a to-do list based on that information in 'Microsoft Word'."}


created_at: 2026-05-19 20:14:03.563206
updated_at: 2026-05-25 15:16:20.010106
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_022436_073995_0__noise_call_center", "source_id": "emb_trial_T20190908_022436_073995_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: call_center) / pick_clean_then_place_in_recep", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190908_022436_073995_0.wav", "wav_path": "wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190908_022436_073995_0.wav", "constraints_numbered": "1. Turn around, walk to the vanity on the right, then open the second from the right cabinet door, take the green cloth out\n2. Turn right, turn left to the counter, then put the cloth in the sink, wash the cloth, take the cloth out\n3. Turn around, turn around, then open the second from the right cabinet door, put the cloth in, close the cabinet", "constraints_list": ["Turn around, walk to the vanity on the right, then open the second from the right cabinet door, take the green cloth out", "Turn right, turn left to the counter, then put the cloth in the sink, wash the cloth, take the cloth out", "Turn around, turn around, then open the second from the right cabinet door, put the cloth in, close the cabinet"], "step": 0, "clean_text": "wash the cloth from the cabinet, put it back"}


created_at: 2026-05-19 20:14:03.563272
updated_at: 2026-05-25 19:16:56.207979
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_174840_771703_0__noise_call_center", "source_id": "emb_trial_T20190909_174840_771703_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: call_center) / pick_cool_then_place_in_recep", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190909_174840_771703_0.wav", "wav_path": "wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190909_174840_771703_0.wav", "constraints_numbered": "1. Step forward, then turn left to face the counter near the dishwasher, then pick up the lettuce nearest to you from the counter\n2. Turn around and move forward, then turn right to go to the fridge, then open the fridge, put the lettuce inside and chill it, then take the lettuce out\n3. Turn right and move forward, then turn left at the dishwasher, then place the lettuce on the counter", "constraints_list": ["Step forward, then turn left to face the counter near the dishwasher, then pick up the lettuce nearest to you from the counter", "Turn around and move forward, then turn right to go to the fridge, then open the fridge, put the lettuce inside and chill it, then take the lettuce out", "Turn right and move forward, then turn left at the dishwasher, then place the lettuce on the counter"], "step": 0, "clean_text": "Put chilled lettuce on the counter."}


created_at: 2026-05-19 20:14:03.563336
updated_at: 2026-05-25 15:17:07.776143
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_173215_875825_1__noise_call_center", "source_id": "emb_trial_T20190907_173215_875825_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: call_center) / pick_cool_then_place_in_recep", "requirement_count": 5, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190907_173215_875825_1.wav", "wav_path": "wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190907_173215_875825_1.wav", "constraints_numbered": "1. Go straight across the room, and then right to go around the island and find the sink on the right, then pick up the egg in the back of the sink\n2. Take the egg and turn right to find the fridge on the right\n3. Place the egg inside the fridge. Then open the door and take out the egg. Shut the fridge door\n4. Take the egg and turn right, then right again at the sink\n5. Place the egg back into the sink", "constraints_list": ["Go straight across the room, and then right to go around the island and find the sink on the right, then pick up the egg in the back of the sink", "Take the egg and turn right to find the fridge on the right", "Place the egg inside the fridge. Then open the door and take out the egg. Shut the fridge door", "Take the egg and turn right, then right again at the sink", "Place the egg back into the sink"], "step": 0, "clean_text": "Chill an egg and place it in the sink."}


created_at: 2026-05-19 20:14:03.563403
updated_at: 2026-05-25 15:17:41.761501
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_073839_704604_1__noise_call_center", "source_id": "emb_trial_T20190908_073839_704604_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: call_center) / pick_heat_then_place_in_recep", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190908_073839_704604_1.wav", "wav_path": "wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190908_073839_704604_1.wav", "constraints_numbered": "1. Turn right and walk toward the fridge, then turn right into the kitchen and approach the sink, then pick up the butter knife from the sink\n2. Turn right and walk around the end of the counter to the black trash bin, then cut the green apple in the bin with the knife\n3. Put the knife in the trash bin\n4. Pick up an apple piece from the trash bin\n5. Turn left and walk back into the kitchen then turn left to face the microwave above the oven, then heat the apple piece in the microwave then remove it\n6. Turn left and walk back around to the trash bin, then put the apple piece in the trash bin", "constraints_list": ["Turn right and walk toward the fridge, then turn right into the kitchen and approach the sink, then pick up the butter knife from the sink", "Turn right and walk around the end of the counter to the black trash bin, then cut the green apple in the bin with the knife", "Put the knife in the trash bin", "Pick up an apple piece from the trash bin", "Turn left and walk back into the kitchen then turn left to face the microwave above the oven, then heat the apple piece in the microwave then remove it", "Turn left and walk back around to the trash bin, then put the apple piece in the trash bin"], "step": 0, "clean_text": "Put the cooked apple piece in the trash bin"}


created_at: 2026-05-19 20:14:03.563462
updated_at: 2026-05-25 15:18:29.140469
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_185530_954329_1__noise_call_center", "source_id": "emb_trial_T20190906_185530_954329_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "call_center", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: call_center) / pick_and_place_simple", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190906_185530_954329_1.wav", "wav_path": "wild/embodiedbench/noise_audio/call_center/embodied_trial_T20190906_185530_954329_1.wav", "constraints_numbered": "1. Left away from the desk, right at the bed and take a left at the end of the bed then take a right and go forward to the wall\n2. Pick up the bat leaning against the wall\n3. Turn right and go to the desk take a right at the desk and a left at the bed, go forward take a right and turn around to the right to the bed, then place the bat on the bed in front of the right laptop", "constraints_list": ["Left away from the desk, right at the bed and take a left at the end of the bed then take a right and go forward to the wall", "Pick up the bat leaning against the wall", "Turn right and go to the desk take a right at the desk and a left at the bed, go forward take a right and turn around to the right to the bed, then place the bat on the bed in front of the right laptop"], "step": 0, "clean_text": "To put a bat on a bed."}


created_at: 2026-05-19 20:14:03.563526
updated_at: 2026-05-25 15:18:58.919595
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_194135_468990_0__noise_convention_hall", "source_id": "emb_trial_T20190907_194135_468990_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: convention_hall) / pick_two_obj_and_place", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190907_194135_468990_0.wav", "wav_path": "wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190907_194135_468990_0.wav", "constraints_numbered": "1. Turn left and walk to the counter to the left of the stove, then pick up the knife behind the glass vase on the counter\n2. Walk to the pan on the stove, then place the knife in the pan on the stove\n3. Pick up the pan on the stove\n4. Turn around and walk to the sink, then place the pan in the sink", "constraints_list": ["Turn left and walk to the counter to the left of the stove, then pick up the knife behind the glass vase on the counter", "Walk to the pan on the stove, then place the knife in the pan on the stove", "Pick up the pan on the stove", "Turn around and walk to the sink, then place the pan in the sink"], "step": 0, "clean_text": "Place a pan with a knife in it into the sink."}


created_at: 2026-05-19 20:14:03.563587
updated_at: 2026-05-25 19:17:26.009865
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_182259_116320_4__noise_convention_hall", "source_id": "emb_trial_T20190906_182259_116320_4", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: convention_hall) / pick_heat_then_place_in_recep", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190906_182259_116320_4.wav", "wav_path": "wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190906_182259_116320_4.wav", "constraints_numbered": "1. Go straight, then turn right towards the sink. Stop in front of the sink, then pick up the green apple from the sink\n2. Turn around, go in front of the stop top, then put the apple in the microwave, turn on the microwave, remove the apple from the microwave\n3. Turn left, go in front of the refrigerator, then put the apple in the refrigerator in front of and to the left of the bread", "constraints_list": ["Go straight, then turn right towards the sink. Stop in front of the sink, then pick up the green apple from the sink", "Turn around, go in front of the stop top, then put the apple in the microwave, turn on the microwave, remove the apple from the microwave", "Turn left, go in front of the refrigerator, then put the apple in the refrigerator in front of and to the left of the bread"], "step": 0, "clean_text": "Put a cooked apple in the refrigerator."}


created_at: 2026-05-19 20:14:03.563654
updated_at: 2026-05-25 15:58:50.100473
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_071731_613441_2__noise_convention_hall", "source_id": "emb_trial_T20190908_071731_613441_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: convention_hall) / look_at_obj_in_light", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190908_071731_613441_2.wav", "wav_path": "wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190908_071731_613441_2.wav", "constraints_numbered": "1. Walk straight to the couch, in front of you, then turn to your right and go to the white, book shelf in front of you, then pick up the gold vase on the left side of the white shelf\n2. Turn around and walk across the room to the lamp between the blue and white couch, then turn on the lamp in the corner of the room", "constraints_list": ["Walk straight to the couch, in front of you, then turn to your right and go to the white, book shelf in front of you, then pick up the gold vase on the left side of the white shelf", "Turn around and walk across the room to the lamp between the blue and white couch, then turn on the lamp in the corner of the room"], "step": 0, "clean_text": "Turn on the living room lamp."}


created_at: 2026-05-19 20:14:03.563731
updated_at: 2026-05-25 15:59:21.210255
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_131635_504536_1__noise_convention_hall", "source_id": "emb_trial_T20190908_131635_504536_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: convention_hall) / pick_heat_then_place_in_recep", "requirement_count": 10, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190908_131635_504536_1.wav", "wav_path": "wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190908_131635_504536_1.wav", "constraints_numbered": "1. Turn to the right and go to the wall, hang a right and go to the counter to the left of the stove where the lettuce is\n2. Pick up the butter knife that is in front of the bowl on the counter\n3. Turn to the left, go to the end of the counter and turn left, go to the garbage can that will be on the left\n4. Cut the apple that is in the garbage can into slices\n5. Put the knife in the garbage can\n6. Pick up a slice of apple that is in the garbage can\n7. Turn to the left, go to the fridge, hang a right and go to the microwave that is above the stove on the left\n8. Put the apple in the microwave and turn it on to cook, remove the cooked apple from the microwave\n9. Turn to the right, go to the wall, hang a right and go to the counter where the plant is that is on the left\n10. Put the slice of apple on the counter to the right of the statue", "constraints_list": ["Turn to the right and go to the wall, hang a right and go to the counter to the left of the stove where the lettuce is", "Pick up the butter knife that is in front of the bowl on the counter", "Turn to the left, go to the end of the counter and turn left, go to the garbage can that will be on the left", "Cut the apple that is in the garbage can into slices", "Put the knife in the garbage can", "Pick up a slice of apple that is in the garbage can", "Turn to the left, go to the fridge, hang a right and go to the microwave that is above the stove on the left", "Put the apple in the microwave and turn it on to cook, remove the cooked apple from the microwave", "Turn to the right, go to the wall, hang a right and go to the counter where the plant is that is on the left", "Put the slice of apple on the counter to the right of the statue"], "step": 0, "clean_text": "Put cooked apple slice on a counter."}


created_at: 2026-05-19 20:14:03.563795
updated_at: 2026-05-25 15:59:43.252513
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_022345_347148_2__noise_convention_hall", "source_id": "emb_trial_T20190908_022345_347148_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "convention_hall", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: convention_hall) / pick_clean_then_place_in_recep", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190908_022345_347148_2.wav", "wav_path": "wild/embodiedbench/noise_audio/convention_hall/embodied_trial_T20190908_022345_347148_2.wav", "constraints_numbered": "1. Turn right and walk forward to the blue cloth rag on the counter, then pick up the cloth rag from the counter\n2. Move left slightly to the front of the sink on the right, then put the cloth rag in the sink, rinse it off, and take it out of the sink\n3. Move back slightly from the counter top, then put the cloth rag in the bottom left cabinet below the sink, then close the cabinet", "constraints_list": ["Turn right and walk forward to the blue cloth rag on the counter, then pick up the cloth rag from the counter", "Move left slightly to the front of the sink on the right, then put the cloth rag in the sink, rinse it off, and take it out of the sink", "Move back slightly from the counter top, then put the cloth rag in the bottom left cabinet below the sink, then close the cabinet"], "step": 0, "clean_text": "Put a cleaned cloth rag in a cabinet."}


created_at: 2026-05-19 20:14:03.563883
updated_at: 2026-05-25 16:00:06.675594
meta: {}
data:
  {"sample_id": "emb_trial_T20190906_191501_563086_0__noise_interruption", "source_id": "emb_trial_T20190906_191501_563086_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: interruption) / pick_and_place_simple", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190906_191501_563086_0.wav", "wav_path": "wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190906_191501_563086_0.wav", "constraints_numbered": "1. Turn around, walk towards the fridge, turn right towards the tomato on the counter to your left, then pick up the salt shaker next to the tomato on the counter\n2. Look up to see the cabinet at the top, then open the cabinet door, place the shaker in it, and close the door", "constraints_list": ["Turn around, walk towards the fridge, turn right towards the tomato on the counter to your left, then pick up the salt shaker next to the tomato on the counter", "Look up to see the cabinet at the top, then open the cabinet door, place the shaker in it, and close the door"], "step": 0, "clean_text": "Place the salt shaker in the cabinet."}


created_at: 2026-05-19 20:14:03.564074
updated_at: 2026-05-25 16:01:27.979727
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_173120_648218_0__noise_interruption", "source_id": "emb_trial_T20190907_173120_648218_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: interruption) / pick_cool_then_place_in_recep", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190907_173120_648218_0.wav", "wav_path": "wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190907_173120_648218_0.wav", "constraints_numbered": "1. Turn around, walk forward, turn to the left to face the counter top, then pick up the egg on the counter top behind the trophy\n2. Turn around and face the refrigerator, open the refrigerator door, then place the egg inside the refrigerator by the tomato. Close the door, then open the door and pick the egg up\n3. Turn to the right, walk forward, turn to the right to face the sink\n4. Place the egg in the sink in front of the white bowl", "constraints_list": ["Turn around, walk forward, turn to the left to face the counter top, then pick up the egg on the counter top behind the trophy", "Turn around and face the refrigerator, open the refrigerator door, then place the egg inside the refrigerator by the tomato. Close the door, then open the door and pick the egg up", "Turn to the right, walk forward, turn to the right to face the sink", "Place the egg in the sink in front of the white bowl"], "step": 0, "clean_text": "Pick up the egg, put it in the refrigerator and then put it in the sink."}


created_at: 2026-05-19 20:14:03.564155
updated_at: 2026-05-25 16:01:59.386938
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_210238_431966_2__noise_interruption", "source_id": "emb_trial_T20190909_210238_431966_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: interruption) / pick_and_place_simple", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190909_210238_431966_2.wav", "wav_path": "wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190909_210238_431966_2.wav", "constraints_numbered": "1. Turn right at the brown desk and walk between the bed and the desk. Turn left at the orange cylinder on the right of the bed on the floor. Walk to the desk on your left with a laptop on it, then pick up the white coffee mug that's on the desk\n2. Turn around and walk to the bed. Turn right at the bed, then put the coffee mug back down on the left side of the desk to the right of the bed", "constraints_list": ["Turn right at the brown desk and walk between the bed and the desk. Turn left at the orange cylinder on the right of the bed on the floor. Walk to the desk on your left with a laptop on it, then pick up the white coffee mug that's on the desk", "Turn around and walk to the bed. Turn right at the bed, then put the coffee mug back down on the left side of the desk to the right of the bed"], "step": 0, "clean_text": "Pick up a coffee mug from the desk and put it down on the desk."}


created_at: 2026-05-19 20:14:03.564244
updated_at: 2026-05-25 16:05:06.820057
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_071731_613441_2__noise_interruption", "source_id": "emb_trial_T20190908_071731_613441_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: interruption) / look_at_obj_in_light", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190908_071731_613441_2.wav", "wav_path": "wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190908_071731_613441_2.wav", "constraints_numbered": "1. Walk straight to the couch, in front of you, then turn to your right and go to the white, book shelf in front of you, then pick up the gold vase on the left side of the white shelf\n2. Turn around and walk across the room to the lamp between the blue and white couch, then turn on the lamp in the corner of the room", "constraints_list": ["Walk straight to the couch, in front of you, then turn to your right and go to the white, book shelf in front of you, then pick up the gold vase on the left side of the white shelf", "Turn around and walk across the room to the lamp between the blue and white couch, then turn on the lamp in the corner of the room"], "step": 0, "clean_text": "Turn on the living room lamp."}


created_at: 2026-05-19 20:14:03.564322
updated_at: 2026-05-25 16:07:11.807899
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_032721_511027_0__noise_interruption", "source_id": "emb_trial_T20190909_032721_511027_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "interruption", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: interruption) / look_at_obj_in_light", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190909_032721_511027_0.wav", "wav_path": "wild/embodiedbench/noise_audio/interruption/embodied_trial_T20190909_032721_511027_0.wav", "constraints_numbered": "1. Turn to the left and then right to the brown dresser\n2. Pick up the remote from the middle of the dresser, directly behind the tissues\n3. Hold the remote and move a step to the left\n4. Hold the remote and turn on the lamp", "constraints_list": ["Turn to the left and then right to the brown dresser", "Pick up the remote from the middle of the dresser, directly behind the tissues", "Hold the remote and move a step to the left", "Hold the remote and turn on the lamp"], "step": 0, "clean_text": "Hold a remote and turn on the lamp."}


created_at: 2026-05-19 20:14:03.564399
updated_at: 2026-05-25 16:07:30.075196
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_125200_737896_1__noise_static_noise", "source_id": "emb_trial_T20190908_125200_737896_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: static_noise) / pick_and_place_simple", "requirement_count": 2, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190908_125200_737896_1.wav", "wav_path": "wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190908_125200_737896_1.wav", "constraints_numbered": "1. Turn around and go to the bed, then turn left to go around to the other side of the bed, turn to your left just before the laundry hamper, and go to the end of the desk, on your left, then pick up the white cup on the second shelf up, on the right side of the desk, between the books\n2. Move over to the left end of the desk, then place the white cup back on the desk, directly in front of the blue office chair", "constraints_list": ["Turn around and go to the bed, then turn left to go around to the other side of the bed, turn to your left just before the laundry hamper, and go to the end of the desk, on your left, then pick up the white cup on the second shelf up, on the right side of the desk, between the books", "Move over to the left end of the desk, then place the white cup back on the desk, directly in front of the blue office chair"], "step": 0, "clean_text": "Put a cup on the desk, by the chcair."}


created_at: 2026-05-19 20:14:03.564469
updated_at: 2026-05-25 16:08:11.234813
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_235919_129519_0__noise_static_noise", "source_id": "emb_trial_T20190908_235919_129519_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: static_noise) / pick_two_obj_and_place", "requirement_count": 6, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190908_235919_129519_0.wav", "wav_path": "wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190908_235919_129519_0.wav", "constraints_numbered": "1. Walk forward then turn to the left. Then go forward to the counter and turn right to face it, then pick up the butter knife off of the counter\n2. Turn to the left then right then left again to the brown shelf\n3. Place the knife inside of the green cup on the shelf\n4. Pick up the green cup with the knife inside\n5. Turn to the right and go forward. Turn right again and go to the counter top. Turn left to face the counter top\n6. Place the green cup and knife on to the counter", "constraints_list": ["Walk forward then turn to the left. Then go forward to the counter and turn right to face it, then pick up the butter knife off of the counter", "Turn to the left then right then left again to the brown shelf", "Place the knife inside of the green cup on the shelf", "Pick up the green cup with the knife inside", "Turn to the right and go forward. Turn right again and go to the counter top. Turn left to face the counter top", "Place the green cup and knife on to the counter"], "step": 0, "clean_text": "Move a knife and a green cup to the counter."}


created_at: 2026-05-19 20:14:03.564530
updated_at: 2026-05-25 16:08:36.112050
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_102952_001375_0__noise_static_noise", "source_id": "emb_trial_T20190907_102952_001375_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "look_at_obj_in_light", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: static_noise) / look_at_obj_in_light", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190907_102952_001375_0.wav", "wav_path": "wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190907_102952_001375_0.wav", "constraints_numbered": "1. Turn to the right and walk across the room to the couch, before turning left and walking to a box on the blue chair\n2. Pick up the box on the blue chair\n3. Turn to the right to face the white couch and then look up at the wall\n4. Turn off the lamp on the left", "constraints_list": ["Turn to the right and walk across the room to the couch, before turning left and walking to a box on the blue chair", "Pick up the box on the blue chair", "Turn to the right to face the white couch and then look up at the wall", "Turn off the lamp on the left"], "step": 0, "clean_text": "To turn on a lamp to see inside a box."}


created_at: 2026-05-19 20:14:03.564600
updated_at: 2026-05-25 16:08:51.618633
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_022345_347148_0__noise_static_noise", "source_id": "emb_trial_T20190908_022345_347148_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "pick_clean_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: static_noise) / pick_clean_then_place_in_recep", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190908_022345_347148_0.wav", "wav_path": "wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190908_022345_347148_0.wav", "constraints_numbered": "1. Walk over to the toilet, then pick up the rag from the counter\n2. Go the sink on the right, then wash the rag in the sink and remove\n3. Walk to the center of the room and face the toilet, then put the washcloth in the cabinet below the sink", "constraints_list": ["Walk over to the toilet, then pick up the rag from the counter", "Go the sink on the right, then wash the rag in the sink and remove", "Walk to the center of the room and face the toilet, then put the washcloth in the cabinet below the sink"], "step": 0, "clean_text": "rinse the rag in the sink and put it in the cabinet"}


created_at: 2026-05-19 20:14:03.564671
updated_at: 2026-05-25 16:09:06.830698
meta: {}
data:
  {"sample_id": "emb_trial_T20190907_083507_594820_1__noise_static_noise", "source_id": "emb_trial_T20190907_083507_594820_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "static_noise", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: static_noise) / pick_heat_then_place_in_recep", "requirement_count": 5, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190907_083507_594820_1.wav", "wav_path": "wild/embodiedbench/noise_audio/static_noise/embodied_trial_T20190907_083507_594820_1.wav", "constraints_numbered": "1. Head to the counter next to the stove on the left, then open the cabinet above and pick up the green cup from in there\n2. Bring the cup to the microwave on the right\n3. Heat the cup in the microwave\n4. Bring the heated cup to the cabinet on the left next to the microwave\n5. Put the heated cup in the cabinet next to the microwave", "constraints_list": ["Head to the counter next to the stove on the left, then open the cabinet above and pick up the green cup from in there", "Bring the cup to the microwave on the right", "Heat the cup in the microwave", "Bring the heated cup to the cabinet on the left next to the microwave", "Put the heated cup in the cabinet next to the microwave"], "step": 0, "clean_text": "Put a heated cup in a cabinet."}


created_at: 2026-05-19 20:14:03.564736
updated_at: 2026-05-25 16:09:31.024187
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_015839_519239_0__noise_coffee_shop", "source_id": "emb_trial_T20190908_015839_519239_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: coffee_shop) / pick_two_obj_and_place", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190908_015839_519239_0.wav", "wav_path": "wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190908_015839_519239_0.wav", "constraints_numbered": "1. Turn left and go to the cabinet above the coffee maker, then open the cabinet and take out the glass vase and close the doors\n2. Turn right then left back to the cabinet, then open the cabinet above the coffee maker\n3. Put the vase on top of the plate and take them both from the cabinet\n4. Turn left and walk to the sink on the left, then put the glass and plate in the sink to the left of the lettuce", "constraints_list": ["Turn left and go to the cabinet above the coffee maker, then open the cabinet and take out the glass vase and close the doors", "Turn right then left back to the cabinet, then open the cabinet above the coffee maker", "Put the vase on top of the plate and take them both from the cabinet", "Turn left and walk to the sink on the left, then put the glass and plate in the sink to the left of the lettuce"], "step": 0, "clean_text": "Put a vase and plate from a cabinet into the sink"}


created_at: 2026-05-19 20:14:03.564805
updated_at: 2026-05-25 16:11:02.600111
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_174840_771703_2__noise_coffee_shop", "source_id": "emb_trial_T20190909_174840_771703_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: coffee_shop) / pick_cool_then_place_in_recep", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190909_174840_771703_2.wav", "wav_path": "wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190909_174840_771703_2.wav", "constraints_numbered": "1. Move left to the table, then pick up the lettuce\n2. Move left to the fridge, then cool the lettuce for some time and take it out\n3. Turn right and head to the table, then place the lettuce on the table", "constraints_list": ["Move left to the table, then pick up the lettuce", "Move left to the fridge, then cool the lettuce for some time and take it out", "Turn right and head to the table, then place the lettuce on the table"], "step": 0, "clean_text": "place a cold lettuce on the table"}


created_at: 2026-05-19 20:14:03.564875
updated_at: 2026-05-25 16:11:38.060591
meta: {}
data:
  {"sample_id": "emb_trial_T20190909_102710_795182_2__noise_coffee_shop", "source_id": "emb_trial_T20190909_102710_795182_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "pick_cool_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: coffee_shop) / pick_cool_then_place_in_recep", "requirement_count": 5, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190909_102710_795182_2.wav", "wav_path": "wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190909_102710_795182_2.wav", "constraints_numbered": "1. Go to the sink, then pick up the tomato from the sink\n2. Take the tomato to the fridge\n3. Chill the tomato in the fridge then remove\n4. Take the tomato to the microwave\n5. Warm the tomato in the microwave", "constraints_list": ["Go to the sink, then pick up the tomato from the sink", "Take the tomato to the fridge", "Chill the tomato in the fridge then remove", "Take the tomato to the microwave", "Warm the tomato in the microwave"], "step": 0, "clean_text": "chill then warm a tomato in the microwave"}


created_at: 2026-05-19 20:14:03.564935
updated_at: 2026-05-25 16:11:54.201406
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_021537_611374_2__noise_coffee_shop", "source_id": "emb_trial_T20190908_021537_611374_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: coffee_shop) / pick_and_place_simple", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190908_021537_611374_2.wav", "wav_path": "wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190908_021537_611374_2.wav", "constraints_numbered": "1. Turn around towards the sink and the toilet, then pick up the plunger from between the sink and the toilet\n2. Turn towards the sink to the left\n3. Open the cabinet just to the left and place the plunger inside", "constraints_list": ["Turn around towards the sink and the toilet, then pick up the plunger from between the sink and the toilet", "Turn towards the sink to the left", "Open the cabinet just to the left and place the plunger inside"], "step": 0, "clean_text": "Put the plunger under the sink"}


created_at: 2026-05-19 20:14:03.564996
updated_at: 2026-05-25 16:12:13.653637
meta: {}
data:
  {"sample_id": "emb_trial_T20190918_192011_115694_2__noise_coffee_shop", "source_id": "emb_trial_T20190918_192011_115694_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "coffee_shop", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: coffee_shop) / pick_two_obj_and_place", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190918_192011_115694_2.wav", "wav_path": "wild/embodiedbench/noise_audio/coffee_shop/embodied_trial_T20190918_192011_115694_2.wav", "constraints_numbered": "1. Turn around and walk to the safe on the floor, then take out the key chain from the safe and close the safe\n2. Turn around, walk forward and turn right before reaching the blue armchair and walk to the box on the sofa, then put the key chain in the box\n3. Pick up the box from the sofa\n4. Turn left and walk to the blue armchair, then put the box on the seat of the armchair, to the right of the pillow", "constraints_list": ["Turn around and walk to the safe on the floor, then take out the key chain from the safe and close the safe", "Turn around, walk forward and turn right before reaching the blue armchair and walk to the box on the sofa, then put the key chain in the box", "Pick up the box from the sofa", "Turn left and walk to the blue armchair, then put the box on the seat of the armchair, to the right of the pillow"], "step": 0, "clean_text": "Put a box with a key chain in it on an armchair."}


created_at: 2026-05-19 20:14:03.565336
updated_at: 2026-05-25 16:12:33.068642
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_205246_776817_0__noise_mountain_outdoor", "source_id": "emb_trial_T20190908_205246_776817_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "pick_and_place_simple", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: mountain_outdoor) / pick_and_place_simple", "requirement_count": 3, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/mountain_outdoor/embodied_trial_T20190908_205246_776817_0.wav", "wav_path": "wild/embodiedbench/noise_audio/mountain_outdoor/embodied_trial_T20190908_205246_776817_0.wav", "constraints_numbered": "1. Go forward to the table then turn left and walk straight until you reach the white shelves in front of you. Face the shelf on your right, then pick up the gold vase that is on the shelf\n2. Turn in a circle and face the white safe on the floor next to the shelf\n3. Open the safe, place the vase inside the safe, and shut the safe", "constraints_list": ["Go forward to the table then turn left and walk straight until you reach the white shelves in front of you. Face the shelf on your right, then pick up the gold vase that is on the shelf", "Turn in a circle and face the white safe on the floor next to the shelf", "Open the safe, place the vase inside the safe, and shut the safe"], "step": 0, "clean_text": "Put the gold vase into the white safe"}


created_at: 2026-05-19 20:14:03.565414
updated_at: 2026-05-25 16:12:52.864087
meta: {}
data:
  {"sample_id": "emb_trial_T20190918_192011_115694_1__noise_mountain_outdoor", "source_id": "emb_trial_T20190918_192011_115694_1", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "pick_two_obj_and_place", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: mountain_outdoor) / pick_two_obj_and_place", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/mountain_outdoor/embodied_trial_T20190918_192011_115694_1.wav", "wav_path": "wild/embodiedbench/noise_audio/mountain_outdoor/embodied_trial_T20190918_192011_115694_1.wav", "constraints_numbered": "1. Walk to face safe on floor, then pick up keys from inside safe\n2. Walk to face sofa with box, then put keys in box on sofa\n3. Pick up box from sofa\n4. Walk to face blue plush chair, then put box on chair", "constraints_list": ["Walk to face safe on floor, then pick up keys from inside safe", "Walk to face sofa with box, then put keys in box on sofa", "Pick up box from sofa", "Walk to face blue plush chair, then put box on chair"], "step": 0, "clean_text": "put box and keys on blue plush chair"}


created_at: 2026-05-19 20:14:03.565484
updated_at: 2026-05-25 16:13:20.776881
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_131635_504536_0__noise_mountain_outdoor", "source_id": "emb_trial_T20190908_131635_504536_0", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: mountain_outdoor) / pick_heat_then_place_in_recep", "requirement_count": 9, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/mountain_outdoor/embodied_trial_T20190908_131635_504536_0.wav", "wav_path": "wild/embodiedbench/noise_audio/mountain_outdoor/embodied_trial_T20190908_131635_504536_0.wav", "constraints_numbered": "1. Turn around and move forward to the counter that is to the left of the stove, then pick up the butter knife that is directly in front of the tan bowl\n2. Turn to the left and at the end of the counter on the left turn left and stop to face the black trash can that is at the end of the counter\n3. Slice the green apple that is in the trash can with the knife\n4. Put the knife in to the trash can behind the apples\n5. Remove a slice of the green apple from the trash can\n6. Turn to the left and at the edge of the counter, turn to the right and move forward to the stove on the left, turn left to face the stove with the microwave above it\n7. Open the microwave door, put the apple slice in to the microwave, close the door, cook for a few seconds, open the door, remove the apple slice and close the door\n8. Turn to the right and move to the edge of the counter on the right, turn right and move to the center of the counter turning right to face the counter long ways\n9. Put the apple slice on to the counter", "constraints_list": ["Turn around and move forward to the counter that is to the left of the stove, then pick up the butter knife that is directly in front of the tan bowl", "Turn to the left and at the end of the counter on the left turn left and stop to face the black trash can that is at the end of the counter", "Slice the green apple that is in the trash can with the knife", "Put the knife in to the trash can behind the apples", "Remove a slice of the green apple from the trash can", "Turn to the left and at the edge of the counter, turn to the right and move forward to the stove on the left, turn left to face the stove with the microwave above it", "Open the microwave door, put the apple slice in to the microwave, close the door, cook for a few seconds, open the door, remove the apple slice and close the door", "Turn to the right and move to the edge of the counter on the right, turn right and move to the center of the counter turning right to face the counter long ways", "Put the apple slice on to the counter"], "step": 0, "clean_text": "put a cooked apple slice on to the counter"}


created_at: 2026-05-19 20:14:03.565545
updated_at: 2026-05-25 16:13:37.553860
meta: {}
data:
  {"sample_id": "emb_trial_T20190908_113523_123938_2__noise_mountain_outdoor", "source_id": "emb_trial_T20190908_113523_123938_2", "task_domain": "embodiedbench", "paper_domain": "EmbodiedBench", "condition": "noise", "noise_env": "mountain_outdoor", "task_subtask": "pick_heat_then_place_in_recep", "task_difficulty": "n/a", "domain_label": "EmbodiedBench (Noise: mountain_outdoor) / pick_heat_then_place_in_recep", "requirement_count": 4, "scatter_turns": 1, "audio_url": "https://huggingface.co/datasets/omniagentbenchspeech/OmniAgentBench/resolve/main/wild/embodiedbench/noise_audio/mountain_outdoor/embodied_trial_T20190908_113523_123938_2.wav", "wav_path": "wild/embodiedbench/noise_audio/mountain_outdoor/embodied_trial_T20190908_113523_123938_2.wav", "constraints_numbered": "1. Turn to your right and head to the trash bin on your right\n2. Pick up the egg on the trash bin\n3. Turn left then right walk towards the microwave, then open the microwave put in and out the egg then close the microwave\n4. Turn left then walk forward head to the trash bin, then put the egg in the trash bin", "constraints_list": ["Turn to your right and head to the trash bin on your right", "Pick up the egg on the trash bin", "Turn left then right walk towards the microwave, then open the microwave put in and out the egg then close the microwave", "Turn left then walk forward head to the trash bin, then put the egg in the trash bin"], "step": 0, "clean_text": "Put the heated egg on the trash bin"}


