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'house of cards table' by mauricio arruda
intermediate
Mechanics
Causality
remove
Remove the 5 of spades card from the structure.
[ { "answer": "No", "box": { "height": 560.9180035650623, "width": 445.8110516934047, "x": 0.11558792796111962, "y": 466.24174810990223 }, "question": "Is a 5 of spades card present within the annotated region?" }, { "answer": "Yes", "box": { "height": 1018.95...
results/PhysEdit_results/PICABench_Seedream_Edits_intermediate/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_intermediate/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_intermediate/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_intermediate/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_intermediate_double/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_intermediate/output_img/0047_Mechanics_Causality_remove.jpg
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results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_intermediate_double/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
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results/PhysEdit_results/PICABench_stepedit_intermediate/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_intermediate/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_intermediate/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_intermediate/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_uniworld_intermediate/output_img/0046_'house of cards table' by mauricio arruda_Mechanics_Causality_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_intermediate/output_img/0046_Delete_the_vertical_5-of-spades_card_at_the_front-left_corner_that_608x416_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The tabletop appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Yes",...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The tabletop appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Yes", ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The glass tabletop appears level, not tilted toward the front-left corner.", "ground_truth_answer": ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The tabletop appears level; the perspective makes the front-left edge look more prominent, but it isn’t ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. It appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Yes", "questio...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. It’s level—the apparent slope is just due to perspective from the camera angle.", "ground_truth_answ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left cor...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left co...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The glass tabletop appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Y...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The tabletop appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Yes", ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left cor...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. It appears level rather than tilted toward the front-left.", "ground_truth_answer": "Yes", "questi...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left cor...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. It only looks that way due to perspective; the glass top is level.", "ground_truth_answer": "Yes", ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. It appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Yes", "questio...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The tabletop appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Yes",...
0a3797ae05224b11c2d22eda227d376e
intermediate
Optics
Refraction
remove
Remove the water from the glass cup.
[ { "answer": "No", "box": { "height": 235.39035597238362, "width": 180.6764455574513, "x": 0, "y": 651.0579198896858 }, "question": "Does the shadow contain caustic streaks?" }, { "answer": "No", "box": { "height": 705.8482866160331, "width": 525.204276...
results/PhysEdit_results/PICABench_Seedream_Edits_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_intermediate_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_intermediate/output_img/0804_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_intermediate_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_intermediate_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_stepedit_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_intermediate/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_uniworld_intermediate/output_img/0803_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_intermediate/output_img/0803_Empty_the_glass_so_there_is_no_visible_liquid_Because_608x416_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The glass acts like a lens, so refraction through its curved surfaces geometrically distorts the lower half of the tennis...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The submerged half appears enlarged and slightly shifted due to refraction through the water and curved glass.", "gro...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass acts as a lens, refracting the light from the ball’s lower half and causing magnification/shift, so it lo...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The submerged half is viewed through a curved glass wall and water, which refract light and change magnification (mainly h...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The lower half looks distorted because you’re viewing it through water and curved glass, which refract light and magnify/...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass acts like a lens, refracting the light from the lower half of the ball and altering its apparent size/sh...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass acts like a lens, refracting the light and making the lower half of the ball appear enlarged and slightl...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The lower half appears warped/magnified due to refraction through the curved glass.", "ground_truth_answer": "No", ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The lower half seen through the glass appears geometrically distorted due to refraction/magnification by the curved glass an...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass (and water) refract light, acting like a lens, so the lower half seen through the glass appears shifted ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": true, "answer": "No. Through a thin, nearly vertical glass wall the refractions on entering and exiting mostly cancel, so the image is not notic...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved, thick bottom of the glass refracts light and magnifies unevenly, so the lower half of the tennis ball looks c...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass refracts the view, so the lower half of the ball appears slightly shifted/magnified and geometrically di...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The lower half looks slightly squashed and shifted because the curved glass acts like a lens. Light from the ball passes ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The lower half looks warped because refraction through the curved glass and water bends the light, shifting and magnifyin...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is the lower half of the tennis ball geometrically distorted when vie...
0c5d96e6740444b32e1e673add56f02a
intermediate
Optics
Refraction
remove
Remove the tulips from the scene.
[ { "answer": "No", "box": { "height": 462.5911330049261, "width": 119.4679802955665, "x": 692.5911330049261, "y": 462.5911330049261 }, "question": "Is any part of a tulip inside the cylindrical glass?" }, { "answer": "No", "box": { "height": 231.9901477832512...
results/PhysEdit_results/PICABench_Seedream_Edits_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_intermediate_double/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_intermediate/output_img/0781_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_intermediate_double/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_intermediate_double/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_stepedit_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_intermediate/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_uniworld_intermediate/output_img/0780_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_intermediate/output_img/0780_Delete_the_tulips_from_the_image_and_ensure_that_any_512x512_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes. You can see part of a tulip (stem and a bit of red petal) visible inside the glass sphere.", "ground_truth_...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "I can’t see a round glass sphere or a tulip in this image, so I can’t determine that. Could you share a wider or cle...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" }, ...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": true, "answer": "No. The tulip’s shape is just a reflection/refraction; no part of the tulip is inside the glass.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes. A tulip petal is v...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No. The tulip is outside; you’re seeing its refracted image in the glass sphere.", "ground_truth_answer": "No",...
1
intermediate
Optics
Reflection
remove
Remove the vase with flowers from the table.
[ { "answer": "No", "box": { "height": 260.5736782902137, "width": 317.0697412823397, "x": 228.63987044722856, "y": 420.2750475156122 }, "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "answer": "No", "box": { "hei...
results/PhysEdit_results/PICABench_Seedream_Edits_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_intermediate_double/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_intermediate/output_img/1194_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_intermediate_double/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_intermediate_double/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_stepedit_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_intermediate/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_uniworld_intermediate/output_img/1193_1_Optics_Reflection_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_intermediate/output_img/1193_Remove_the_vase_with_flowers_from_the_center_of_the_608x416_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?"...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No, there isn’t a round clear glass vase visible in the image.", "ground_truth_answer": "No"...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" }...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?"...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" }...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", "...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" },...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" }...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" },...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", "...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. There isn’t a round clear glass vase visible in the image.", "ground_truth_answer": "No"...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" },...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No—there isn’t a round clear glass vase visible in this image.", "ground_truth_answer": "No...
10
intermediate
Optics
Light_Propagation
remove
Remove the car from the image.
[ { "answer": "Yes", "box": { "height": 256.84113300492606, "width": 722.0628078817733, "x": 266.7894088669952, "y": 190.9347290640394 }, "question": "Does the annotated region contain exactly zero car instances?" }, { "answer": "No", "box": { "height": 415.08...
results/PhysEdit_results/PICABench_Seedream_Edits_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_intermediate_double/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_intermediate/output_img/1036_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_intermediate_double/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_intermediate_double/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_stepedit_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_intermediate/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_uniworld_intermediate/output_img/1035_10_Optics_Light_Propagation_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_intermediate/output_img/1035_Remove_the_red_convertible_car_including_the_seated_driver_while_416x608_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "Not as a single, sharp band. Each leaf/branch casts a small, soft shadow (penumbra) because the Sun is an e...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Tree-branch shadows are usually dappled and broken into many patches, not a single continuous band—unle...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Tree-branch shadows are dappled and patchy. The continuous dark band you see is not a branch shadow—it’...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes. The tree-branch shadows form a continuous band across the lower part of the scene.", "ground_trut...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes. The overlapping branch shadows link together across the road, creating a continuous horizontal band o...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Under a tree the shade is “dappled,” not a continuous dark band. Because the Sun is an extended source,...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. The shade from tree branches is usually a dappled, mottled pattern, not a single continuous band. Each ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Tree-branch shadows are a mottled pattern of many overlapping penumbras and small gaps of light. Becaus...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. The “continuous band” is an illusion created by the bright white road line; the shadows on either side ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Shadows from tree branches are dappled and patchy, with many gaps of sunlight and varying intensity. On...
[ { "Correction": false, "answer": "No", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "Not as a single, sharp shadow. Each tree/branch makes a dappled pattern of umbra and penumbra. When many tr...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Shadows from tree branches and leaves are a patchwork of many overlapping umbras and penumbras created ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Usually yes, at least in the sense of “reduced light.” The Sun is an extended source (~0.5° across), so ea...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" ...
1000
intermediate
Optics
Light_Propagation
remove
Remove the statue of the child holding grapes.
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Processed_N/A
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[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the marble statue of (...TRUNCATED)
[{"Correction":true,"answer":"No. There is no marble statue of a child holding grapes in the image."(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
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[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
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[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
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11
intermediate
Optics
Light_Propagation
move
Move the ladder to the left.
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Processed_N/A
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[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
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[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
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[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
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14
intermediate
Optics
Light_Propagation
move
Move the glass to the left end of the table.
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Processed_N/A
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":false,"answer":"No. The glass’s shadow goes toward the lower-left, not the lower-ri(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":false,"answer":"No. The shadow is cast toward the upper-right.","ground_truth_answer"(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":false,"answer":"No. The glass’s shadow is cast toward the left, not the lower-right(...TRUNCATED)
144
intermediate
Optics
Reflection
remove
Remove the white bowl from the table.
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Processed_N/A
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","question":"Is the reflection of the wh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","question":"Is the reflection of the (...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","question":"Is the reflection of the (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","question":"Is the reflection of the (...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
15
intermediate
Optics
Light_Propagation
remove
Remove the statue of Buddha.
[{"answer":"No","box":{"height":850.7215936833543,"width":323.29617430960224,"x":283.75686403965886,(...TRUNCATED)
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"results/PhysEdit_results/PICABench_DIMOO_intermediate/output_img/1024_Delete_the_statue_object_from(...TRUNCATED)
Processed_N/A
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is a standing golden Bud(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is a standing golden Bud(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is a standing golden Bud(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is a standing golden Bud(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is a standing golden Bud(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is a standing golden Bud(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","question":"Is a standing golden Buddha(...TRUNCATED)
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