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Datasets:
Rapidata
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Recraft-v3-24-7-25_t2i_human_preference

Tasks:
Text-to-Image
Image-to-Text
Image Classification
Modalities:
Image
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Tags:
Human
Preference
Coherence
Alignment
country
language
Libraries:
Datasets
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Dataset card Data Studio Files
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0.7534
0.2466
[{"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "DE", "language": "de", "userScores": {"global": 0.3}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "stable-diffusion-3_155_0.jpg", "userDetails": {"country": "PT", "language": "pt", "userScores": {"global": 0.317...
0.4081
0.5919
[{"votedFor": "stable-diffusion-3_155_0.jpg", "userDetails": {"country": "DK", "language": "da", "userScores": {"global": 0.3}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "stable-diffusion-3_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.3},...
0.8898
0.1102
[{"votedFor": "stable-diffusion-3_155_0.jpg", "userDetails": {"country": "RU", "language": "ru", "userScores": {"global": 0.3}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "BR", "language": "pt", "userScores": {"global": 0.814...
A baseball player in a blue and white uniform is next to a player in black and white .
recraft-v3-24-7-25
stable-diffusion-3
0.6861
0.3139
[{"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.6928}, "age": "18-29", "gender": "Female", "occupation": "Other Employment"}}, {"votedFor": "stable-diffusion-3_155_1.jpg", "userDetails": {"country": "LY", "language": "ar", "userScores": {"globa...
null
null
NaN
0.1973
0.8027
[{"votedFor": "stable-diffusion-3_155_1.jpg", "userDetails": {"country": "TH", "language": "th", "userScores": {"global": 0.9206}, "age": "30-39", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "stable-diffusion-3_155_1.jpg", "userDetails": {"country": "DE", "language": "de", "userScores": {"global": 0.3}...
A baseball player in a blue and white uniform is next to a player in black and white .
recraft-v3-24-7-25
stable-diffusion-3
1
0
[{"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "BO", "language": "es", "userScores": {"global": 0.3}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "DO", "language": "en", "userScores": {"global": 0.3},...
null
null
NaN
1
0
[{"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "DE", "language": "de", "userScores": {"global": 0.3}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "DE", "language": "de", "userScores": {"global": 0.3},...
A baseball player in a blue and white uniform is next to a player in black and white .
recraft-v3-24-7-25
stable-diffusion-3
0.1692
0.8308
[{"votedFor": "stable-diffusion-3_155_3.jpg", "userDetails": {"country": "US", "language": "en", "userScores": {"global": 0.6083}, "age": "30-39", "gender": "Female", "occupation": "Other Education Professional"}}, {"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "ES", "language": "es", "userScor...
null
null
NaN
0
1
[{"votedFor": "stable-diffusion-3_155_3.jpg", "userDetails": {"country": "ZW", "language": "en", "userScores": {"global": 0.4802}, "age": "50-64", "gender": "Female", "occupation": "Other Employment"}}, {"votedFor": "stable-diffusion-3_155_3.jpg", "userDetails": {"country": "PL", "language": "pl", "userScores": {"globa...
A baseball player in a blue and white uniform is next to a player in black and white .
recraft-v3-24-7-25
4o-26-3-25
null
null
NaN
0.1331
0.8669
[{"votedFor": "4o-26-3-25_155_1.webp", "userDetails": {"country": "FR", "language": "fr", "userScores": {"global": 0.966}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "4o-26-3-25_155_1.webp", "userDetails": {"country": "PK", "language": "en", "userScores": {"global": 0.6883}, "age": "...
null
null
NaN
End of preview. Expand in Data Studio

Rapidata Recraft v3 Preference

Dataset visualization

This T2I dataset contains over ~400'000 human responses from over ~50'000 individual annotators, collected in less than 7h using the Rapidata Python API, accessible to anyone and ideal for large scale evaluation. Evaluating Recraft v3 (version from 24.7.2025) across three categories: preference, coherence, and alignment.

Explore our latest model rankings on our website.

If you get value from this dataset and would like to see more in the future, please consider liking it ❤️

To add your own model to the benchmark send us an e-mail at: jason@rapidata.ai

Overview

The evaluation consists of 1v1 comparisons between Recraft v3 (version from 24.7.2025) and 18 other models:

  • 4o
  • Flux-1-pro
  • Flux-1.1-pro
  • imagen 4 ultra
  • Aurora
  • Imagen-3
  • DALL-E 3
  • Midjourney-5.2
  • Frames-23-1-25
  • Stable Diffusion 3
  • Janus-7b.
  • hidream-l1-full
  • Recraft V2
  • Ideogram V2
  • halfmoon-4-4-25
  • Lumina-15-2-25
  • Imagen 4 Ultra 20.5.25
  • Imagen 4 Ultra 24.7.25

Alignment

The alignment score quantifies how well an video matches its prompt. Users were asked: "Which image matches the description better?".

A device consisting of a circular canopy of cloth on a folding metal frame supported by a central rod, used as protection against rain or sometimes sun.

Recraft v3

Score: 100%

Janus 7b

Score: 0%
A brown toilet with a white wooden seat .

Recraft v3

Score: 0%

Stable Diffusion 3

Score: 100%

Coherence

The coherence score measures whether the generated video is logically consistent and free from artifacts or visual glitches. Without seeing the original prompt, users were asked: "Which image has more glitches and is more likely to be AI generated?"

Recraft v3

Glitch Rating: 0%

Stable Diffusion 3

Glitch Rating: 100%

Recraft v3

Glitch Rating: 100%

Imagen 3

Glitch Rating: 0%

Preference

The preference score reflects how visually appealing participants found each image, independent of the prompt. Users were asked: "Which image do you prefer?"

Recraft v3

Score: 100%

Lumina-15-2-25

Score: 0%

Recraft v3

Score: 0%

Flux 1 Pro

Score: 100%

About Rapidata

Rapidata's technology makes collecting human feedback at scale faster and more accessible than ever before. Visit rapidata.ai to learn more about how we're revolutionizing human feedback collection for AI development.
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