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768
768
reference_image
stringclasses
21 values
step_1
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weighted_results_image1_identity_drift_at_step_5
float32
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2.79k
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Nano Banana 2.1 (High Thinking)
1.390431
6.077757
[{"country":"ES","language":"es","gender":"Male","ageBucket":"30-39","occupation":"Retired","userScore":0.56804264,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"BR","language":"pt","gender":"Male","ageBucket":"30-39","occupation":"Technology, Engineering & Math","userScore":0.71051186,"votedFor":"B"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Nano Banana Pro
3.165355
4.203817
[{"country":"ES","language":"es","gender":"Female","ageBucket":"50-64","occupation":"Unable to Work (health / disability)","userScore":0.7000705,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"AT","language":"de","gender":"Female","ageBucket":"","occupation":"Working","userScore":0.7190769,"votedFor":...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Seedream 5.0 Pro
1.456167
6.063834
[{"country":"BY","language":"ru","gender":"","ageBucket":"40-49","occupation":"Not currently working","userScore":0.8763769,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"ZA","language":"en","gender":"","ageBucket":"65+","occupation":"Working","userScore":0.756635,"votedFor":"B","votedAt":"2026-11-05...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Seedream 5.0 Lite
7.135486
0.76538
[{"country":"ZA","language":"en","gender":"","ageBucket":"30-39","occupation":"","userScore":0.73220026,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"PT","language":"pt","gender":"Female","ageBucket":"0-17","occupation":"Student","userScore":0.77501464,"votedFor":"A","votedAt":"2026-11-05T17:38:06+0...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Muse Image
2.365556
4.404624
[{"country":"DE","language":"en","gender":"Female","ageBucket":"65+","occupation":"Middle School","userScore":0.57943386,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"PK","language":"en","gender":"Female","ageBucket":"18-29","occupation":"Middle School","userScore":0.46730998,"votedFor":"A","votedAt...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Ideogram 4.5 (High Quality, High Precision)
1.158653
5.841694
[{"country":"IL","language":"ru","gender":"Female","ageBucket":"50-64","occupation":"Homemaker / Caregiver","userScore":0.6524281,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"DE","language":"de","gender":"Other","ageBucket":"0-17","occupation":"Retired","userScore":0.506225,"votedFor":"A","votedAt"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
MAI-Image-2.5-Pro
0.500792
6.315804
[{"country":"US","language":"en","gender":"","ageBucket":"65+","occupation":"Student","userScore":0.5007923,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"BR","language":"pt","gender":"Other","ageBucket":"","occupation":"Student","userScore":0.6258613,"votedFor":"B","votedAt":"2026-11-05T17:38:06+00:...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Kling Image O1
2.237513
4.751803
[{"country":"JP","language":"ja","gender":"Male","ageBucket":"30-39","occupation":"Seeking Employment","userScore":0.47770977,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"ES","language":"es","gender":"Male","ageBucket":"50-64","occupation":"Middle School","userScore":0.5831061,"votedFor":"A","voted...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Wan 2.7 Pro
0.624702
3.461464
[{"country":"AT","language":"de","gender":"Male","ageBucket":"50-64","occupation":"Retired","userScore":0.6247022,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"country":"GB","language":"ru","gender":"Female","ageBucket":"18-29","occupation":"Business, Finance & Legal","userScore":0.5707279,"votedFor":"B","vot...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Qwen-Image-2.1-Pro (Thinking)
1.38793
6.243272
[{"country":"DE","language":"de","gender":"Other","ageBucket":"0-17","occupation":"Not currently working","userScore":0.7572438,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"PK","language":"en","gender":"","ageBucket":"30-39","occupation":"Not currently working","userScore":0.56267023,"votedFor":"B"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Grok Imagine Image 2.0 (Medium Quality)
3.650713
3.889741
[{"country":"ES","language":"es","gender":"Female","ageBucket":"50-64","occupation":"Seeking Employment","userScore":0.47082564,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"CI","language":"fr","gender":"Male","ageBucket":"","occupation":"Working","userScore":0.8173486,"votedFor":"B","votedAt":"2026...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
Nano Banana 2 (High Thinking)
2.156209
4.527398
[{"country":"ES","language":"es","gender":"Other","ageBucket":"0-17","occupation":"Student","userScore":0.6564166,"votedFor":"A","votedAt":"2026-11-05T17:38:08+00:00"},{"country":"IT","language":"it","gender":"","ageBucket":"65+","occupation":"Retired","userScore":0.6966126,"votedFor":"A","votedAt":"2026-11-05T17:38:08...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
GPT Image 2.6 Sunburst (Max Quality, High Reasoning)
3.587124
3.519236
[{"country":"BR","language":"pt","gender":"Female","ageBucket":"0-17","occupation":"Not currently working","userScore":0.7984677,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"JP","language":"ja","gender":"Male","ageBucket":"50-64","occupation":"Working","userScore":0.6386393,"votedFor":"A","votedAt"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
GPT Image 2.6 Flare (Max Quality, High Reasoning)
4.082853
2.597441
[{"country":"JP","language":"ja","gender":"Male","ageBucket":"40-49","occupation":"Retired","userScore":0.7291625,"votedFor":"A","votedAt":"2026-11-05T17:38:08+00:00"},{"country":"DZ","language":"en","gender":"","ageBucket":"50-64","occupation":"Student","userScore":0.5471772,"votedFor":"A","votedAt":"2026-11-05T17:38:...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
GPT Image 2.5 Flare (Max Quality)
MAI-Image-2.6
1.473753
5.05348
[{"country":"JP","language":"ja","gender":"Male","ageBucket":"65+","occupation":"Seeking Employment","userScore":0.86798006,"votedFor":"A","votedAt":"2026-11-06T14:40:17+00:00"},{"country":"BY","language":"ru","gender":"Female","ageBucket":"65+","occupation":"Retired","userScore":0.60577345,"votedFor":"A","votedAt":"20...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Nano Banana Pro
3.853598
3.291588
[{"country":"BJ","language":"fr","gender":"Male","ageBucket":"","occupation":"","userScore":0.8072919,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"CI","language":"fr","gender":"Male","ageBucket":"0-17","occupation":"","userScore":0.80630475,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"co...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Seedream 5.0 Pro
2.700065
5.274427
[{"country":"JP","language":"ja","gender":"Female","ageBucket":"50-64","occupation":"Hotel & Accommodation Staff","userScore":0.7255201,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"SV","language":"es","gender":"Female","ageBucket":"","occupation":"Not currently working","userScore":0.73885,"votedFo...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Seedream 5.0 Lite
5.423596
2.13516
[{"country":"PL","language":"pl","gender":"Male","ageBucket":"50-64","occupation":"Working","userScore":0.81562716,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"CI","language":"fr","gender":"Male","ageBucket":"0-17","occupation":"","userScore":0.788844,"votedFor":"A","votedAt":"2026-11-05T17:38:06+0...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Muse Image
2.159216
5.239964
[{"country":"FR","language":"fr","gender":"Other","ageBucket":"0-17","occupation":"Student","userScore":0.66800904,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"BO","language":"es","gender":"Male","ageBucket":"0-17","occupation":"Not currently working","userScore":0.48430783,"votedFor":"B","votedAt"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Ideogram 4.5 (High Quality, High Precision)
1.565747
6.235787
[{"country":"EG","language":"ar","gender":"Male","ageBucket":"50-64","occupation":"Working","userScore":0.7607676,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"PH","language":"en","gender":"Other","ageBucket":"65+","occupation":"Not currently working","userScore":0.67054266,"votedFor":"B","votedAt":...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
MAI-Image-2.5-Pro
2.128901
5.390444
[{"country":"ZA","language":"en","gender":"Female","ageBucket":"0-17","occupation":"Bachelor's Degree","userScore":0.82694346,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"CI","language":"fr","gender":"Female","ageBucket":"30-39","occupation":"Prefer not to say","userScore":0.5547168,"votedFor":"B",...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Kling Image O1
6.732061
1.190844
[{"country":"ZA","language":"en","gender":"Other","ageBucket":"65+","occupation":"Prefer not to say","userScore":0.8145301,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"ES","language":"en","gender":"Female","ageBucket":"65+","occupation":"Retired","userScore":0.6562414,"votedFor":"A","votedAt":"2026...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Wan 2.7 Pro
5.088496
2.698562
[{"country":"ES","language":"es","gender":"Other","ageBucket":"0-17","occupation":"Not currently working","userScore":0.86608714,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"VE","language":"es","gender":"","ageBucket":"","occupation":"","userScore":0.6023229,"votedFor":"A","votedAt":"2026-11-05T17:...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Qwen-Image-2.1-Pro (Thinking)
1.156432
2.489669
[{"country":"BY","language":"ru","gender":"Female","ageBucket":"0-17","occupation":"Unable to Work (health / disability)","userScore":0.47855797,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"country":"JP","language":"ja","gender":"Male","ageBucket":"40-49","occupation":"Skilled Trades & Industry","userScore":...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Grok Imagine Image 2.0 (Medium Quality)
3.381165
0.605478
[{"country":"PH","language":"en","gender":"Other","ageBucket":"0-17","occupation":"Bachelor's Degree","userScore":0.77336395,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"country":"PH","language":"en","gender":"Female","ageBucket":"0-17","occupation":"Middle School","userScore":0.71224463,"votedFor":"A","vote...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
Nano Banana 2 (High Thinking)
4.49742
1.776715
[{"country":"ES","language":"es","gender":"","ageBucket":"","occupation":"","userScore":0.83302355,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"PK","language":"en","gender":"","ageBucket":"18-29","occupation":"Student","userScore":0.50611746,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"c...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
GPT Image 2.6 Sunburst (Max Quality, High Reasoning)
2.084381
1.518292
[{"country":"CL","language":"es","gender":"Other","ageBucket":"0-17","occupation":"Student","userScore":0.66349375,"votedFor":"A","votedAt":"2026-11-05T13:30:44+00:00"},{"country":"ES","language":"es","gender":"Female","ageBucket":"30-39","occupation":"Prefer not to say","userScore":0.61913073,"votedFor":"A","votedAt":...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
GPT Image 2.6 Flare (Max Quality, High Reasoning)
4.674342
2.046664
[{"country":"MX","language":"es","gender":"Female","ageBucket":"0-17","occupation":"Middle School","userScore":0.4874999,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"IN","language":"en","gender":"Male","ageBucket":"","occupation":"Middle School","userScore":0.83506817,"votedFor":"A","votedAt":"2026...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana 2.1 (High Thinking)
MAI-Image-2.6
1.975444
4.786397
[{"country":"ZA","language":"en","gender":"Male","ageBucket":"50-64","occupation":"Not currently working","userScore":0.7159012,"votedFor":"A","votedAt":"2026-11-06T14:21:10+00:00"},{"country":"PH","language":"en","gender":"Female","ageBucket":"0-17","occupation":"Unable to Work (health / disability)","userScore":0.566...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Seedream 5.0 Pro
1.397362
2.700495
[{"country":"JP","language":"ja","gender":"Male","ageBucket":"50-64","occupation":"Working","userScore":0.78409827,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"country":"JP","language":"ja","gender":"Other","ageBucket":"","occupation":"Student","userScore":0.6132632,"votedFor":"A","votedAt":"2026-11-03T12:49...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Seedream 5.0 Lite
4.961689
2.265215
[{"country":"VE","language":"es","gender":"","ageBucket":"40-49","occupation":"Not currently working","userScore":0.71685696,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"DE","language":"de","gender":"Female","ageBucket":"50-64","occupation":"Vocational / Trade School","userScore":0.48203483,"votedF...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Muse Image
2.724785
4.841251
[{"country":"ZA","language":"en","gender":"Female","ageBucket":"65+","occupation":"Retired","userScore":0.546595,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"DZ","language":"fr","gender":"Male","ageBucket":"18-29","occupation":"Not currently working","userScore":0.67319787,"votedFor":"A","votedAt":...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Ideogram 4.5 (High Quality, High Precision)
1.141256
2.825431
[{"country":"ES","language":"es","gender":"Other","ageBucket":"18-29","occupation":"Retired","userScore":0.64273614,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"country":"EG","language":"ar","gender":"","ageBucket":"","occupation":"","userScore":0.49851945,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
MAI-Image-2.5-Pro
1.378927
6.512867
[{"country":"AT","language":"de","gender":"","ageBucket":"50-64","occupation":"Retired","userScore":0.761734,"votedFor":"B","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"ES","language":"es","gender":"Female","ageBucket":"65+","occupation":"Retired","userScore":0.73590785,"votedFor":"B","votedAt":"2026-11-05T17:38:...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Kling Image O1
5.42665
2.04926
[{"country":"PT","language":"pt","gender":"Female","ageBucket":"0-17","occupation":"Student","userScore":0.5589554,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"JP","language":"ja","gender":"Female","ageBucket":"65+","occupation":"Homemaker / Caregiver","userScore":0.7197857,"votedFor":"A","votedAt"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Wan 2.7 Pro
6.628205
0.808983
[{"country":"ES","language":"es","gender":"Male","ageBucket":"40-49","occupation":"Technology, Engineering & Math","userScore":0.60770303,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"PT","language":"pt","gender":"","ageBucket":"","occupation":"","userScore":0.63237834,"votedFor":"A","votedAt":"2026...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Qwen-Image-2.1-Pro (Thinking)
3.760971
3.724506
[{"country":"ES","language":"es","gender":"Other","ageBucket":"50-64","occupation":"Healthcare & Sciences","userScore":0.7422554,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"JP","language":"ja","gender":"Female","ageBucket":"30-39","occupation":"Not currently working","userScore":0.749368,"votedFor...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Grok Imagine Image 2.0 (Medium Quality)
5.660609
2.131161
[{"country":"ES","language":"es","gender":"Female","ageBucket":"50-64","occupation":"Other Healthcare or Sciences Role","userScore":0.6967475,"votedFor":"A","votedAt":"2026-11-05T17:38:06+00:00"},{"country":"CI","language":"fr","gender":"","ageBucket":"","occupation":"","userScore":0.7899365,"votedFor":"A","votedAt":"2...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
Nano Banana 2 (High Thinking)
0
3.20798
[{"country":"CI","language":"fr","gender":"Male","ageBucket":"50-64","occupation":"Working","userScore":0.5348694,"votedFor":"B","votedAt":"2026-11-03T16:11:28+00:00"},{"country":"BY","language":"ru","gender":"Other","ageBucket":"0-17","occupation":"Working","userScore":0.73550546,"votedFor":"B","votedAt":"2026-11-03T1...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
GPT Image 2.6 Sunburst (Max Quality, High Reasoning)
4.087718
2.489706
[{"country":"ES","language":"es","gender":"Female","ageBucket":"18-29","occupation":"Other Community Services Role","userScore":0.72896165,"votedFor":"A","votedAt":"2026-11-05T17:38:08+00:00"},{"country":"CH","language":"de","gender":"","ageBucket":"","occupation":"","userScore":0.7952422,"votedFor":"A","votedAt":"2026...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
GPT Image 2.6 Flare (Max Quality, High Reasoning)
4.139666
2.55321
[{"country":"ES","language":"es","gender":"Female","ageBucket":"0-17","occupation":"Student","userScore":0.5975704,"votedFor":"A","votedAt":"2026-11-05T17:38:08+00:00"},{"country":"EG","language":"en","gender":"Female","ageBucket":"40-49","occupation":"","userScore":0.58303,"votedFor":"A","votedAt":"2026-11-05T17:38:08...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Nano Banana Pro
MAI-Image-2.6
1.250986
5.377515
[{"country":"ES","language":"es","gender":"Female","ageBucket":"50-64","occupation":"Technology, Engineering & Math","userScore":0.5560158,"votedFor":"A","votedAt":"2026-11-06T14:40:17+00:00"},{"country":"ES","language":"es","gender":"Female","ageBucket":"50-64","occupation":"Business, Finance & Legal","userScore":0.69...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
Seedream 5.0 Lite
7.488379
0
[{"country":"CA","language":"en","gender":"Other","ageBucket":"40-49","occupation":"Prefer not to say","userScore":0.7123923,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"BY","language":"ru","gender":"","ageBucket":"","occupation":"","userScore":0.66958225,"votedFor":"A","votedAt":"2026-11-05T17:38:...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
Muse Image
1.82522
2.252347
[{"country":"PH","language":"en","gender":"Female","ageBucket":"0-17","occupation":"High School","userScore":0.804407,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"country":"BY","language":"ru","gender":"","ageBucket":"","occupation":"","userScore":0.41428217,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:0...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
Ideogram 4.5 (High Quality, High Precision)
1.200454
5.719773
[{"country":"DE","language":"de","gender":"Female","ageBucket":"40-49","occupation":"Seeking Employment","userScore":0.6351918,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"ZA","language":"en","gender":"","ageBucket":"40-49","occupation":"Working","userScore":0.5896687,"votedFor":"B","votedAt":"2026...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
MAI-Image-2.5-Pro
6.47087
1.320315
[{"country":"DE","language":"de","gender":"","ageBucket":"","occupation":"","userScore":0.7186078,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"ES","language":"es","gender":"Other","ageBucket":"","occupation":"Not currently working","userScore":0.6922418,"votedFor":"A","votedAt":"2026-11-05T17:38:07...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
Kling Image O1
4.078058
3.23291
[{"country":"EG","language":"en","gender":"Female","ageBucket":"65+","occupation":"None of these","userScore":0.661434,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"ES","language":"es","gender":"Male","ageBucket":"","occupation":"Working","userScore":0.78521216,"votedFor":"A","votedAt":"2026-11-05T1...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
Wan 2.7 Pro
5.975412
1.446713
[{"country":"EG","language":"ar","gender":"Female","ageBucket":"18-29","occupation":"Student","userScore":0.6484972,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"ZA","language":"en","gender":"","ageBucket":"","occupation":"","userScore":0.60561246,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
Qwen-Image-2.1-Pro (Thinking)
1.222429
2.677334
[{"country":"BY","language":"ru","gender":"","ageBucket":"","occupation":"","userScore":0.51068366,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"country":"BY","language":"ru","gender":"","ageBucket":"65+","occupation":"Retired","userScore":0.7117452,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"coun...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
Grok Imagine Image 2.0 (Medium Quality)
6.239439
0.512902
[{"country":"BY","language":"ru","gender":"Female","ageBucket":"40-49","occupation":"Business, Finance & Legal","userScore":0.52956957,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"BY","language":"ru","gender":"Male","ageBucket":"30-39","occupation":"Mathematics & Statistics","userScore":0.70394963,...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
Nano Banana 2 (High Thinking)
6.688746
0.496153
[{"country":"GB","language":"en","gender":"Female","ageBucket":"0-17","occupation":"None of these","userScore":0.8185661,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"ES","language":"es","gender":"Other","ageBucket":"18-29","occupation":"Middle School","userScore":0.605067,"votedFor":"A","votedAt":"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
GPT Image 2.6 Sunburst (Max Quality, High Reasoning)
2.955729
0.706897
[{"country":"ES","language":"es","gender":"Female","ageBucket":"18-29","occupation":"Middle School","userScore":0.89585257,"votedFor":"A","votedAt":"2026-11-05T13:30:44+00:00"},{"country":"IN","language":"en","gender":"","ageBucket":"18-29","occupation":"Student","userScore":0.8430227,"votedFor":"A","votedAt":"2026-11-...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
GPT Image 2.6 Flare (Max Quality, High Reasoning)
3.702088
0
[{"country":"JP","language":"ja","gender":"Male","ageBucket":"","occupation":"","userScore":0.6740009,"votedFor":"A","votedAt":"2026-11-05T13:30:44+00:00"},{"country":"IQ","language":"ar","gender":"Male","ageBucket":"","occupation":"Retired","userScore":0.7194813,"votedFor":"A","votedAt":"2026-11-05T13:30:44+00:00"},{"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Pro
MAI-Image-2.6
4.637781
2.309258
[{"country":"BD","language":"en","gender":"","ageBucket":"","occupation":"","userScore":0.5789051,"votedFor":"A","votedAt":"2026-11-06T14:40:18+00:00"},{"country":"JP","language":"ja","gender":"Male","ageBucket":"40-49","occupation":"Technology, Engineering & Math","userScore":0.63905734,"votedFor":"A","votedAt":"2026-...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Lite
Muse Image
0.573085
7.030035
[{"country":"ES","language":"es","gender":"Other","ageBucket":"40-49","occupation":"Retired","userScore":0.5730849,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"ES","language":"es","gender":"","ageBucket":"","occupation":"","userScore":0.63237834,"votedFor":"B","votedAt":"2026-11-05T17:38:07+00:00"}...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Lite
Ideogram 4.5 (High Quality, High Precision)
1.214696
6.392914
[{"country":"ES","language":"es","gender":"","ageBucket":"","occupation":"","userScore":0.8170691,"votedFor":"B","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"BD","language":"en","gender":"","ageBucket":"","occupation":"","userScore":0.5659493,"votedFor":"B","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"BR","...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Lite
MAI-Image-2.5-Pro
1.376246
2.73351
[{"country":"JP","language":"ja","gender":"","ageBucket":"50-64","occupation":"Not currently working","userScore":0.72230375,"votedFor":"A","votedAt":"2026-11-03T12:49:09+00:00"},{"country":"CA","language":"en","gender":"Male","ageBucket":"40-49","occupation":"Skilled Trades & Industry","userScore":0.6539423,"votedFor"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Lite
Kling Image O1
4.787142
2.442997
[{"country":"ZA","language":"en","gender":"","ageBucket":"","occupation":"","userScore":0.61163825,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"ES","language":"es","gender":"Other","ageBucket":"18-29","occupation":"Student","userScore":0.64272285,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Lite
Wan 2.7 Pro
1.487629
5.866404
[{"country":"ES","language":"en","gender":"Other","ageBucket":"18-29","occupation":"Middle School","userScore":0.7245694,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"JP","language":"ja","gender":"Male","ageBucket":"30-39","occupation":"Services & Public Sector","userScore":0.77336425,"votedFor":"B"...
https://assets.rapidata.…1e985a090721.png
Add a large brown cloth shoulder bag against the man's hip.
Change the brown bag's material to straw.
Add large white words "FIRST AID" to the brown bag's front.
Change the man's shirt colour to green.
Give the green shirt large white zigzags.
[ "portrait", "bags", "small", "tops_dresses", "text_signs", "two" ]
Seedream 5.0 Lite
Qwen-Image-2.1-Pro (Thinking)
2.227659
4.720615
[{"country":"AT","language":"de","gender":"","ageBucket":"","occupation":"","userScore":0.55996907,"votedFor":"A","votedAt":"2026-11-05T17:38:07+00:00"},{"country":"JP","language":"ja","gender":"Other","ageBucket":"50-64","occupation":"Unable to Work (health / disability)","userScore":0.54269916,"votedFor":"A","votedAt...
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Multi-step Image Edit: identity drift

Human preference data from Rapidata's Multi-step Image Editing benchmark on benchmark.ai.

Each photograph of a real person gets a chain of five everyday edits on clothing, objects or text in the scene. None of them concerns the face. Every model edits its own output from the step before. Annotators then see two models' faces after the fifth edit next to the original face and pick the one that looks more like the original.

The benchmark page has the method, the settings of every model and the standings.

Columns

Column Content
reference_face The original face, shown to annotators as the reference
reference_image Link to the full reference photograph (PNG)
step_1 … step_5 The five edit instructions
prompt_tags Edited items, people in the photo, face size and photo shape
image1, image2 The two models' faces after the fifth edit
model1, model2 The models that made them
weighted_results_image1_identity_drift_at_step_5, weighted_results_image2_identity_drift_at_step_5 Votes for each face, weighted by annotator reliability
detailed_results_identity_drift_at_step_5 Every vote with the annotator's country, language, demographics and reliability score

Licence and credits

The photographs are by their authors under CC0, CC BY or CC BY-SA licences. The faces and edits made from them are shared under CC BY-SA 4.0. Every photograph's author, licence and source page are listed in ATTRIBUTION.md and metadata/attribution.csv.

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