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115
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'house of cards table' by mauricio arruda
explicit
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_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/0047_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
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results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_stepedit_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_uniworld_explicit/output_img/0046_'house of cards table' by mauricio arruda_Mechanics_Causality_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/0046_Remove_the_front-left_vertical_support_cardthe_5_of_spadesfrom_the_608x416_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "The large card on the left clearly shows the number 5 with a spade symbol.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"The large card on the left clearly shows the number 5 with a spade symb...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "The visible card shows the number 5 with spade symbols, indicating the 5 of spades within the region.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"The visible card shows the number 5 with spa...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "A playing card showing the number 5 with spade symbols is clearly visible on the floor in the region.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"A playing card showing the number 5 with spa...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "The visible cards show clubs and other patterns, but there is no card identifiable as the 5 of spades.", "model_response": "{\"answer\":\"No\",\"explanation\":\"The visible cards show clubs and other pattern...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "A card labeled with the number 5 and the spade symbol is clearly visible.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"A card labeled with the number 5 and the spade symbol is clearly visible...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "The left leaning card clearly shows the number 5 with a spade symbol.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"The left leaning card clearly shows the number 5 with a spade symbol.\"}", ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "The visible cards are clubs (e.g., Jack of Clubs and a 3 of Clubs), not a 5 of Spades.", "model_response": "{\"answer\":\"No\",\"explanation\":\"The visible cards are clubs (e.g., Jack of Clubs and a 3 of Cl...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "No card clearly shows five spade symbols; the visible cards display mixed suits and not a 5 of spades.", "model_response": "{\"answer\":\"No\",\"explanation\":\"No card clearly shows five spade symbols; the ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "The visible card on the ground appears to be an Ace of Spades, not a 5 of Spades.", "model_response": "{\"answer\":\"No\",\"explanation\":\"The visible card on the ground appears to be an Ace of Spades, not ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "Visible cards include the Ace of Spades and others, but not a 5 of Spades.", "model_response": "{\"answer\":\"No\",\"explanation\":\"Visible cards include the Ace of Spades and others, but not a 5 of Spades....
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "The visible cards show clubs and mixed symbols, but none display a 5 of spades.", "model_response": "{\"answer\":\"No\",\"explanation\":\"The visible cards show clubs and mixed symbols, but none display a 5 ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "The visible cards include a 2 of spades and a 5 of clubs, but no 5 of spades is shown.", "model_response": "{\"answer\":\"No\",\"explanation\":\"The visible cards include a 2 of spades and a 5 of clubs, but ...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "The visible card in the region clearly shows the number 5 and spade symbols, indicating the 5 of spades.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"The visible card in the region clearly sh...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "Visible cards are the 3 of clubs and an ace (diamond); no 5 of spades is present.", "model_response": "{\"answer\":\"No\",\"explanation\":\"Visible cards are the 3 of clubs and an ace (diamond); no 5 of spad...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "No card clearly shows five spade symbols or a 5 index of spades in the region.", "model_response": "{\"answer\":\"No\",\"explanation\":\"No card clearly shows five spade symbols or a 5 index of spades in the...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "No card clearly shows the 5 of spades; the visible cards do not match that rank and suit.", "model_response": "{\"answer\":\"No\",\"explanation\":\"No card clearly shows the 5 of spades; the visible cards do...
0a3797ae05224b11c2d22eda227d376e
explicit
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_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/0804_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_stepedit_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_uniworld_explicit/output_img/0803_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/0803_In_the_photo_of_a_clear_glass_tumbler_on_a_608x416_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Bright curved lines within the shadow indicate light focused by the glass, characteristic of caustic streaks.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"Bright curved lines within the shado...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "A bright curved band along the shadow’s edge indicates refracted light forming caustic streaks.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"A bright curved band along the shadow’s edge indic...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Bright curved lines within the shadow indicate light focused by the glass/water, creating caustic streaks.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"Bright curved lines within the shadow i...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "There is a bright curved highlight within the dark shadow, indicative of refracted light from the glass creating caustic streaks.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"There is a brigh...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Bright curved highlights appear within the dark shadow, indicating light focused by refraction/reflection from the object, typical of caustic streaks.", "model_response": "{\"answer\":\"Yes\",\"explanation...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "The shadow appears uniformly dark without the characteristic bright, focused lines or patterns that indicate caustics.", "model_response": "{\"answer\":\"No\",\"explanation\":\"The shadow appears uniformly d...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Bright curved highlights appear inside the glass’s shadow from refracted light, indicating caustic patterns.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"Bright curved highlights appear insid...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Bright, wavy lines from refracted light are visible within the shadow cast by the glass, indicating caustic streaks.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"Bright, wavy lines from refra...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Bright curved highlights within the shadow show refracted light patterns typical of caustics.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"Bright curved highlights within the shadow show refr...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "A bright curved line appears within the glass’s shadow, indicating refracted light (caustic) patterns.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"A bright curved line appears within the gla...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "model_explanation": "The shadow area appears smooth and uniform without the bright, curved light patterns characteristic of caustics.", "model_response": "{\"answer\":\"No\",\"explanation\":\"The shadow area appears smooth and u...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Curved bright bands appear within the shadow, typical of refracted light caustics from a glass-like object.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"Curved bright bands appear within the ...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "A bright curved band of light appears within the glass’s shadow, indicating refracted caustic streaks.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"A bright curved band of light appears withi...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "The shadow shows bright curved bands formed by light refracting through the glass, which are caustic patterns.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"The shadow shows bright curved band...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Bright curved light patterns appear within the glass’s shadow, created by refracted light from the water (caustics).", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"Bright curved light patterns ...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "model_explanation": "Bright, focused light patterns within the shadow from the glass indicate caustic streaks.", "model_response": "{\"answer\":\"Yes\",\"explanation\":\"Bright, focused light patterns within the shadow from th...
0c5d96e6740444b32e1e673add56f02a
explicit
Optics
Refraction
remove
Remove the tulips from the scene.
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Processed_N/A
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[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass appears (...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A white tulip bu(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A green tulip st(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A green stem-lik(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The tulip’s st(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass appears (...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A red tulip is p(...TRUNCATED)
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[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A pink tulip blo(...TRUNCATED)
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[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The visible green (...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A tulip’s stem(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A green tulip st(...TRUNCATED)
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0f44b81d1b761066b2a40bc439c07773
explicit
Optics
Refraction
remove
Remove the glass of water from the image.
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"results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/0785_0f44b81d1b761066b2a40bc439c0777(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/0785_0f44b(...TRUNCATED)
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/0785_Optics_Refraction_remove.jpg
"results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/0785_0f44b8(...TRUNCATED)
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"results/PhysEdit_results/PICABench_stepedit_explicit/output_img/0785_0f44b81d1b761066b2a40bc439c077(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/0785_0f44b81d1b761066b2a40bc439c(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/0785_0f44b81d1b761066b2a40bc43(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/0785_0f44b81d1b761066b2a40bc439c077(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/0784_0f44b81d1b761066b2a40bc439c077(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/0784_Remove_the_tall_clear_cylindrical(...TRUNCATED)
Processed_N/A
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The object being h(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"There is no clear (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The object being h(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The object being h(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"There is no visibl(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The top edge of (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"No glass or circul(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The top edge of (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"There is a person(...TRUNCATED)
1
explicit
Optics
Reflection
remove
Remove the vase with flowers from the table.
[{"answer":"No","box":{"height":260.5736782902137,"width":317.0697412823397,"x":228.63987044722856,"(...TRUNCATED)
"results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/1194_1_Optics_Reflection_remo(...TRUNCATED)
"results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/1194_1_Optics_Reflection_rem(...TRUNCATED)
"results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/1194_1_Optics_Reflection_remove(...TRUNCATED)
results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
"results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/1194_1_Opt(...TRUNCATED)
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/1194_Optics_Reflection_remove.jpg
"results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/1194_1_Opti(...TRUNCATED)
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"results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/1194_1_Opt(...TRUNCATED)
"results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/1194_1_Optics_Reflection_remove.j(...TRUNCATED)
"results/PhysEdit_results/PICABench_stepedit_explicit/output_img/1194_1_Optics_Reflection_remove.jpg(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/1194_1_Optics_Reflection_remove.(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/1194_1_Optics_Reflection_remov(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/1194_1_Optics_Reflection_remove.jpg(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/1193_1_Optics_Reflection_remove_edi(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1193_Erase_the_round_ribbed_clear_glas(...TRUNCATED)
Processed_N/A
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass table su(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glossy glass(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass table su(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glass tablet(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"No round glass vas(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass table su(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"There is no visibl(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass table su(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"Faint circular s(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glass tablet(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A faint circular(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass tabletop(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass tabletop(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glass table su(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The table surface (...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A faint circular(...TRUNCATED)
10
explicit
Optics
Light_Propagation
remove
Remove the car from the image.
[{"answer":"Yes","box":{"height":256.84113300492606,"width":722.0628078817733,"x":266.7894088669952,(...TRUNCATED)
"results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/1036_10_Optics_Light_Propagat(...TRUNCATED)
"results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/1036_10_Optics_Light_Propaga(...TRUNCATED)
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"results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/1036_10_Optics_Light_Propagation_rem(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/1036_10_Op(...TRUNCATED)
"results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/1036_Optics_Light_Propagation_remove(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/1036_10_Opt(...TRUNCATED)
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"results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/1036_10_Op(...TRUNCATED)
"results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/1036_10_Optics_Light_Propagation_(...TRUNCATED)
"results/PhysEdit_results/PICABench_stepedit_explicit/output_img/1036_10_Optics_Light_Propagation_re(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/1036_10_Optics_Light_Propagation(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/1036_10_Optics_Light_Propagati(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/1036_10_Optics_Light_Propagation_re(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/1035_10_Optics_Light_Propagation_re(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1035_Erase_the_entire_red_vintage_conv(...TRUNCATED)
Processed_N/A
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The region likel(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The region conta(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The image shows (...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The image shows (...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The image shows (...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The image shows (...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The region shows(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The image shows (...TRUNCATED)
1000
explicit
Optics
Light_Propagation
remove
Remove the statue of the child holding grapes.
[{"answer":"No","box":{"height":740.4894671623297,"width":526.5982785831459,"x":156.401721416854,"y"(...TRUNCATED)
"results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/1061_1000_Optics_Light_Propag(...TRUNCATED)
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"results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/1061_1000_Optics_Light_Propagation_r(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/1061_1000_(...TRUNCATED)
"results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/1061_Optics_Light_Propagation_remove(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/1061_1000_O(...TRUNCATED)
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"results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/1061_1000_(...TRUNCATED)
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"results/PhysEdit_results/PICABench_stepedit_explicit/output_img/1061_1000_Optics_Light_Propagation_(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/1061_1000_Optics_Light_Propagati(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/1061_1000_Optics_Light_Propaga(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/1061_1000_Optics_Light_Propagation_(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/1060_1000_Optics_Light_Propagation_(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1060_Delete_the_entire_rightforeground(...TRUNCATED)
Processed_N/A
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows ab(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The image shows (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The image shows (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The image shows (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image is a pla(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The image shows a (...TRUNCATED)
11
explicit
Optics
Light_Propagation
move
Move the ladder to the left.
[{"answer":"Yes","box":{"height":404.69215265866205,"width":506.1653945111491,"x":1.251437202865309,(...TRUNCATED)
"results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/0989_11_Optics_Light_Propagat(...TRUNCATED)
"results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/0989_11_Optics_Light_Propaga(...TRUNCATED)
"results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/0989_11_Optics_Light_Propagatio(...TRUNCATED)
"results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/0989_11_Optics_Light_Propagation_mov(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/0989_11_Op(...TRUNCATED)
"results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/0989_Optics_Light_Propagation_move.j(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/0989_11_Opt(...TRUNCATED)
"results/PhysEdit_results/PICABench_flux_kontext_explicit/output_img/0989_11_Optics_Light_Propagatio(...TRUNCATED)
"results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/0989_11_Op(...TRUNCATED)
"results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/0989_11_Optics_Light_Propagation_(...TRUNCATED)
"results/PhysEdit_results/PICABench_stepedit_explicit/output_img/0989_11_Optics_Light_Propagation_mo(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/0989_11_Optics_Light_Propagation(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/0989_11_Optics_Light_Propagati(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/0989_11_Optics_Light_Propagation_mo(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/0988_11_Optics_Light_Propagation_mo(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/0988_Translate_the_weathered_wooden_la(...TRUNCATED)
Processed_N/A
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The image shows (...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"Only the ladder(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The ladder’s b(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The bottom ends (...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"Only a portion o(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The ladder is pa(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The bottom feet (...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The lower end of(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"Only the upper s(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The actual ladde(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The ladder itsel(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The ladder is pa(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"Only part of the(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The photo only s(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The ladder’s l(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The image is cro(...TRUNCATED)
14
explicit
Optics
Light_Propagation
move
Move the glass to the left end of the table.
[{"answer":"Yes","box":{"height":786.0689655172415,"width":390.2068965517242,"x":0.7758620689654546,(...TRUNCATED)
"results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/0979_14_Optics_Light_Propagat(...TRUNCATED)
"results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/0979_14_Optics_Light_Propaga(...TRUNCATED)
"results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/0979_14_Optics_Light_Propagatio(...TRUNCATED)
"results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/0979_14_Optics_Light_Propagation_mov(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/0979_14_Op(...TRUNCATED)
"results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/0979_Optics_Light_Propagation_move.j(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/0979_14_Opt(...TRUNCATED)
"results/PhysEdit_results/PICABench_flux_kontext_explicit/output_img/0979_14_Optics_Light_Propagatio(...TRUNCATED)
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"results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/0979_14_Optics_Light_Propagation_(...TRUNCATED)
"results/PhysEdit_results/PICABench_stepedit_explicit/output_img/0979_14_Optics_Light_Propagation_mo(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/0979_14_Optics_Light_Propagation(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/0979_14_Optics_Light_Propagati(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/0979_14_Optics_Light_Propagation_mo(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/0978_14_Optics_Light_Propagation_mo(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/0978_Relocate_the_clear_round_glass_on(...TRUNCATED)
Processed_N/A
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The shadow of th(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The shadow of th(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The glass’s sh(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The light comes (...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The glass’s da(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The glass’s da(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The dark oval sh(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The shadow of th(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The dark oval sh(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The glass’s sh(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The oval shadow (...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The shadow exten(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The dark shadow (...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"The dark oval sh(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","model_explanation":"The shadow exten(...TRUNCATED)
[{"Correction":true,"answer":"Yes","ground_truth_answer":"Yes","model_explanation":"Light appears to(...TRUNCATED)
144
explicit
Optics
Reflection
remove
Remove the white bowl from the table.
[{"answer":"No","box":{"height":205.0,"width":175.31034482758622,"x":228.39655172413788,"y":220.5517(...TRUNCATED)
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"results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/1191_144_Optics_Reflection_remo(...TRUNCATED)
"results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/1191_144_Optics_Reflection_remove.jp(...TRUNCATED)
"results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/1191_144_O(...TRUNCATED)
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/1191_Optics_Reflection_remove.jpg
"results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/1191_144_Op(...TRUNCATED)
"results/PhysEdit_results/PICABench_flux_kontext_explicit/output_img/1191_144_Optics_Reflection_remo(...TRUNCATED)
"results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/1191_144_O(...TRUNCATED)
"results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/1191_144_Optics_Reflection_remove(...TRUNCATED)
"results/PhysEdit_results/PICABench_stepedit_explicit/output_img/1191_144_Optics_Reflection_remove.j(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/1191_144_Optics_Reflection_remov(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/1191_144_Optics_Reflection_rem(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/1191_144_Optics_Reflection_remove.j(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/1190_144_Optics_Reflection_remove_e(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1190_Remove_the_white_ceramic_bowl_pos(...TRUNCATED)
Processed_N/A
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The shiny tablet(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glass tablet(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glossy table(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glossy table(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The white pot’(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glass tablet(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glossy table(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glossy table(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The shiny tablet(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"The glossy table(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The glossy tableto(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The tabletop shows(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"Only the reflectio(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A mirrored image(...TRUNCATED)
[{"Correction":true,"answer":"No","ground_truth_answer":"No","model_explanation":"The visible bowl i(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","model_explanation":"A white textured(...TRUNCATED)
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