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Datasets:
Rapidata
/
Imagen3_Flux1.1_Flux1_SD3_MJ_Dalle_Human_Preference_Dataset

Tasks:
Image Classification
Reinforcement Learning
Question Answering
Modalities:
Image
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Tags:
Human
Preference
country
language
flux
midjourney
Libraries:
Datasets
Dask
License:
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
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stringclasses
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512
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model2
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dalle-3/155_3.jpg
flux-1-pro/155_3.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
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dalle-3
flux-1-pro
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dalle-3/155_0.jpg
flux-1-pro/155_1.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
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dalle-3
flux-1-pro
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dalle-3/155_2.jpg
flux-1-pro/155_3.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
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dalle-3
flux-1-pro
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dalle-3/155_2.jpg
flux-1-pro/155_2.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
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dalle-3
flux-1-pro
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dalle-3/155_1.jpg
flux-1-pro/155_3.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
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dalle-3
flux-1-pro
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dalle-3/155_1.jpg
flux-1-pro/155_1.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
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dalle-3
flux-1-pro
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dalle-3/155_1.jpg
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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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dalle-3/155_0.jpg
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dalle-3
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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dalle-3/228_1.jpg
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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A bathroom with green tile and a red shower curtain.
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flux-1-pro/228_3.jpg
A bathroom with green tile and a red shower curtain.
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dalle-3
flux-1-pro
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dalle-3/229_0.jpg
flux-1-pro/229_0.jpg
A bathroom with red tile and a green shower curtain.
5
21
dalle-3
flux-1-pro
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dalle-3/229_2.jpg
flux-1-pro/229_2.jpg
A bathroom with red tile and a green shower curtain.
19
7
dalle-3
flux-1-pro
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dalle-3/229_1.jpg
flux-1-pro/229_1.jpg
A bathroom with red tile and a green shower curtain.
10
16
dalle-3
flux-1-pro
{"votes": [{"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.4012}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "ES", "language": "sm", "userScore": 0.7654}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "GT", "language": "es", "userScore": 0.2862}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScore": 0.3753}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "MA", "language": "fr", "userScore": 0.5021}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "IQ", "language": "ar", "userScore": 0.1909}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "PY", "language": "es", "userScore": 0.346}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.5154}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.8851}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "BD", "language": "en", "userScore": 0.3}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.1151}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "PK", "language": "en", "userScore": 0.5197}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.2188}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "VN", "language": "vi", "userScore": 0.911}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "EC", "language": "es", "userScore": 0.2586}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "PH", "language": "en", "userScore": 0.895}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "ET", "language": "en", "userScore": 0.8256}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.6387}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "PH", "language": "en", "userScore": 0.9934}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.3751}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "PH", "language": "en", "userScore": 0.9287}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "RS", "language": "en", "userScore": 0.8581}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.0492}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "IN", "language": "sm", "userScore": 0.3}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.5263}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScore": 0.2632}}], "metadata": {"aggregatorType": "SimpleMatchup", "workflowType": "SimpleWorkflow", "refereeName": "NaiveReferee", "refereeConfigurations": {"refereeType": "NaiveRefereeConfig", "guessesRequired": 26}, "resultType": "CompareResult", "createdAt": "2024-08-29T13:41:55.039264", "version": "1.0.0"}}
dalle-3/229_2.jpg
flux-1-pro/229_1.jpg
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Rapidata Image Generation Preference Dataset

Dataset visualization

This dataset was collected in ~4 Days using the Rapidata Python API, accessible to anyone and ideal for large scale data annotation.

Overview

One of the largest human preference datasets for text-to-image models, this release contains over 1,200,000 human preference votes. This preference dataset builds on the already published Preference Dataset and shows Rapidata's ability to consistently rank new image generation models at unprecedented speeds.

Key Features

  • Massive Scale: 1,200,000+ individual human preference votes collected in under 100 hours
  • Global Representation: Collected from participants across the globe
  • Diverse Prompts: Carefully curated prompts testing various aspects of image generation
  • Leading Models: Comparisons between state-of-the-art image generation models
Image description **Figure:** Overview of the distribution of annotators by continent (left) compared to the world population distribution (right)

Applications

This dataset is invaluable for:

  • Benchmarking new image generation models
  • Developing better evaluation metrics for generative models
  • Understanding global preferences in AI-generated imagery
  • Training and fine-tuning image generation models
  • Researching cross-cultural aesthetic preferences

Data Collection Powered by Rapidata

What traditionally would take weeks or months of data collection was accomplished in under 100 hours through Rapidata's innovative annotation platform. Our technology enables:

  • Lightning-fast data collection at massive scale
  • Global reach across 145+ countries
  • Built-in quality assurance mechanisms
  • Comprehensive demographic representation
  • Cost-effective large-scale annotation

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.

Downloads last month
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Size of downloaded dataset files:
17.9 GB
Size of the auto-converted Parquet files:
17.9 GB
Number of rows:
63,752