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Datasets:
Rapidata
/
Hidream_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
Dask
License:
Dataset card Data Studio Files Community
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Auto-converted to Parquet
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stringclasses
233 values
image1
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384
1.92k
image2
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weighted_results_image2_coherence
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detailed_results_coherence
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weighted_results_image1_alignment
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weighted_results_image2_alignment
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1
detailed_results_alignment
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hidream-I1-full
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A baseball player in a blue and white uniform is next to a player in black and white .
dalle-3
hidream-I1-full
0.3624
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1
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A baseball player in a blue and white uniform is next to a player in black and white .
flux-1-pro
hidream-I1-full
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flux-1-pro
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flux-1-pro
hidream-I1-full
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1
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A baseball player in a blue and white uniform is next to a player in black and white .
flux-1-pro
hidream-I1-full
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flux-1-pro
hidream-I1-full
0.6925
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flux-1.1-pro
hidream-I1-full
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A baseball player in a blue and white uniform is next to a player in black and white .
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A baseball player in a blue and white uniform is next to a player in black and white .
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A baseball player in a blue and white uniform is next to a player in black and white .
flux-1.1-pro
hidream-I1-full
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A baseball player in a blue and white uniform is next to a player in black and white .
frames-23-1-25
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frames-23-1-25
hidream-I1-full
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hidream-I1-full
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1
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A baseball player in a blue and white uniform is next to a player in black and white .
ideogram
hidream-I1-full
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A baseball player in a blue and white uniform is next to a player in black and white .
imagen-3
hidream-I1-full
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A baseball player in a blue and white uniform is next to a player in black and white .
imagen-3
hidream-I1-full
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imagen-3
hidream-I1-full
0
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A baseball player in a blue and white uniform is next to a player in black and white .
imagen-3
hidream-I1-full
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A baseball player in a blue and white uniform is next to a player in black and white .
imagen-3
hidream-I1-full
0.8047
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0.1921
0.8079
[{"votedFor": "hidream_155_3.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.8142}, "age": "0-17", "gender": "Other", "occupation": "Unknown"}}, {"votedFor": "hidream_155_3.jpeg", "userDetails": {"country": "RU", "language": "ru", "userScores": {"global": 0.6924}, "age": "0-17", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "imagen-3_155_3.jpg", "userDetails": {"country": "PT", "language": "pt", "userScores": {"global": 0.2872}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "imagen-3_155_3.jpg", "userDetails": {"country": "DE", "language": "de", "userScores": {"global": 0.1906}, "age": "65+", "gender": "Other", "occupation": "Business & Finance"}}, {"votedFor": "hidream_155_3.jpeg", "userDetails": {"country": "CM", "language": "fr", "userScores": {"global": 0.5023}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}]
A baseball player in a blue and white uniform is next to a player in black and white .
janus-7b
hidream-I1-full
0
1
[{"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.3523}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "LY", "language": "ar", "userScores": {"global": 0.785}, "age": "30-39", "gender": "Female", "occupation": "Unemployed or Student"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "BO", "language": "es", "userScores": {"global": 0.5703}, "age": "65+", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.3}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "DZ", "language": "ar", "userScores": {"global": 0.3552}, "age": "30-39", "gender": "Male", "occupation": "Other Employment"}}]
0.8933
0.1067
[{"votedFor": "janus-7b_155_0.jpg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.3759}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.2776}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_0.jpg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.8366}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_0.jpg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.5397}, "age": "50-64", "gender": "Other", "occupation": "Business & Finance"}}, {"votedFor": "janus-7b_155_0.jpg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.5716}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}]
0.1891
0.8109
[{"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.3966}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.3759}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_0.jpg", "userDetails": {"country": "AR", "language": "es", "userScores": {"global": 0.5649}, "age": "30-39", "gender": "Other", "occupation": "Unemployed or Student"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.4894}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "GB", "language": "en", "userScores": {"global": 0.7594}, "age": "50-64", "gender": "Other", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.4012}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}]
A baseball player in a blue and white uniform is next to a player in black and white .
janus-7b
hidream-I1-full
0.4968
0.5032
[{"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.7998}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.781}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.2776}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.3523}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.6306}, "age": "0-17", "gender": "Male", "occupation": "Other Employment"}}]
0.723
0.277
[{"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "DE", "language": "de", "userScores": {"global": 0.5766}, "age": "40-49", "gender": "Female", "occupation": "None of these"}}, {"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.2232}, "age": "0-17", "gender": "Other", "occupation": "Unemployed or Student"}}, {"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "PK", "language": "en", "userScores": {"global": 0.1737}, "age": "18-29", "gender": "Male", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "TR", "language": "ar", "userScores": {"global": 0.4894}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "GB", "language": "en", "userScores": {"global": 0.8172}, "age": "18-29", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "TR", "language": "en", "userScores": {"global": 0.6701}, "age": "50-64", "gender": "Female", "occupation": "Unknown"}}]
0.5648
0.4352
[{"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.6114}, "age": "40-49", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "ID", "language": "id", "userScores": {"global": 0.4961}, "age": "65+", "gender": "Male", "occupation": "Unemployed or Student"}}, {"votedFor": "hidream_155_2.jpeg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.529}, "age": "0-17", "gender": "Other", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "FI", "language": "en", "userScores": {"global": 0.3287}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.3901}, "age": "30-39", "gender": "Male", "occupation": "Unknown"}}]
A baseball player in a blue and white uniform is next to a player in black and white .
janus-7b
hidream-I1-full
0
1
[{"votedFor": "hidream_155_1.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.6896}, "age": "40-49", "gender": "Male", "occupation": "Unknown"}}, {"votedFor": "hidream_155_1.jpeg", "userDetails": {"country": "PT", "language": "pt", "userScores": {"global": 0.3}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_1.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.5336}, "age": "0-17", "gender": "Male", "occupation": "Student"}}, {"votedFor": "hidream_155_1.jpeg", "userDetails": {"country": "GB", "language": "en", "userScores": {"global": 0.6842}, "age": "65+", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_1.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.3278}, "age": "30-39", "gender": "Female", "occupation": "Unknown"}}]
0.8864
0.1136
[{"votedFor": "janus-7b_155_3.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.6827}, "age": "18-29", "gender": "Male", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_3.jpg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.4623}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_3.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.3523}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_3.jpg", "userDetails": {"country": "DE", "language": "de", "userScores": {"global": 0.6678}, "age": "65+", "gender": "Other", "occupation": "None of these"}}, {"votedFor": "hidream_155_1.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.2776}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}]
0.6272
0.3728
[{"votedFor": "hidream_155_1.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.3472}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "hidream_155_1.jpeg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.3286}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_3.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.4988}, "age": "0-17", "gender": "Male", "occupation": "Unemployed or Student"}}, {"votedFor": "janus-7b_155_3.jpg", "userDetails": {"country": "VN", "language": "vi", "userScores": {"global": 0.4819}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "janus-7b_155_3.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.1564}, "age": "18-29", "gender": "Male", "occupation": "Creative & Media"}}]
End of preview. Expand in Data Studio

Rapidata Hidream I1 full Preference

Dataset visualization

This T2I dataset contains over 195k human responses from over 38k individual annotators, collected in just ~1 Day using the Rapidata Python API, accessible to anyone and ideal for large scale evaluation. Evaluating Hidream I1 full across three categories: preference, coherence, and alignment.

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Overview

This T2I dataset contains over 195k human responses from over 38k individual annotators, collected in just ~1 Day. Evaluating Hidream I1 full across three categories: preference, coherence, and alignment.

The evaluation consists of 1v1 comparisons between Hidream I1 full and 14 other models: Halfmoon-4-4-2025, OpenAI 4o-26-3-25, Ideogram V2, Recraft V2, Lumina-15-2-25, Frames-23-1-25, Imagen-3, Flux-1.1-pro, Flux-1-pro, DALL-E 3, Midjourney-5.2, Stable Diffusion 3, Aurora and Janus-7b.

Note: The number following the model name (e.g., Halfmoon-4-4-2025) represents the date (April 4, 2025) on which the images were generated to give an understanding of what model version was used.

Alignment

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

A person under a car.

Hidream I1 full

Score: 100%

Flux-1.1-pro

Score: 0%
A chair on a cat.

Hidream I1 full

Score: 0%

OpenAI 4o-26-3-25

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?"

Hidream I1 full

Glitch Rating: 5.84%

Janus-7B

Glitch Rating: 94.16%

Hidream I1 full

Glitch Rating: 92.46%

Imagen-3

Glitch Rating: 7.54%

Preference

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

Hidream I1 full

Score: 70.04%

Stable Diffusion 3

Score: 29.96%

Hidream I1 full

Score: 38.80%

Flux 1 Pro

Score: 61.20%

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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