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dalle-3/155_0.jpg
flux/155_0.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
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dalle-3/155_2.jpg
flux/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
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dalle-3/155_3.jpg
flux/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
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dalle-3/155_3.jpg
flux/155_0.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
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dalle-3/155_2.jpg
flux/155_0.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
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dalle-3/155_1.jpg
flux/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
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dalle-3/155_3.jpg
flux/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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17
dalle-3
flux
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dalle-3/155_0.jpg
flux/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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19
dalle-3
flux
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dalle-3/155_2.jpg
flux/155_3.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
11
15
dalle-3
flux
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dalle-3/155_2.jpg
flux/155_2.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
11
15
dalle-3
flux
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dalle-3/155_1.jpg
flux/155_3.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
9
17
dalle-3
flux
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dalle-3/155_1.jpg
flux/155_1.jpg
A baseball player in a blue and white uniform is next to a player in black and white .
9
17
dalle-3
flux
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dalle-3/155_0.jpg
flux/155_2.jpg
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dalle-3
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dalle-3/155_1.jpg
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dalle-3/155_0.jpg
flux/155_3.jpg
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dalle-3
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dalle-3/155_3.jpg
flux/155_1.jpg
A bathroom with green tile and a red shower curtain.
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dalle-3/228_0.jpg
flux/228_1.jpg
A bathroom with green tile and a red shower curtain.
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dalle-3
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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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dalle-3/228_0.jpg
flux/228_0.jpg
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_3.jpg
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A bathroom with green tile and a red shower curtain.
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dalle-3/228_1.jpg
flux/228_1.jpg
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dalle-3/228_1.jpg
flux/228_2.jpg
A bathroom with green tile and a red shower curtain.
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dalle-3/228_2.jpg
flux/228_0.jpg
A bathroom with green tile and a red shower curtain.
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dalle-3/228_2.jpg
flux/228_2.jpg
A bathroom with green tile and a red shower curtain.
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dalle-3/228_2.jpg
flux/228_3.jpg
A bathroom with green tile and a red shower curtain.
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dalle-3/228_0.jpg
flux/228_3.jpg
A bathroom with green tile and a red shower curtain.
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dalle-3/229_0.jpg
flux/229_2.jpg
A bathroom with red tile and a green shower curtain.
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dalle-3/229_2.jpg
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A bathroom with red tile and a green shower curtain.
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dalle-3/229_1.jpg
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A bathroom with red tile and a green shower curtain.
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dalle-3/229_1.jpg
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dalle-3
flux
{"votes": [{"votedFor": "flux/229_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.6662}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "NG", "language": "en", "userScore": 0.8654}}, {"votedFor": "dalle-3/229_0.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.6064}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScore": 0.041}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "BR", "language": "pt", "userScore": 0.8222}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "FR", "language": "fr", "userScore": 0.9818}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "RS", "language": "sr", "userScore": 0.611}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScore": 0.0431}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "ES", "language": "es", "userScore": 0.3982}}, {"votedFor": "dalle-3/229_0.jpg", "userDetails": {"country": "CI", "language": "fr", "userScore": 0.2371}}, {"votedFor": "dalle-3/229_0.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.3}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.242}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.0042}}, {"votedFor": "dalle-3/229_0.jpg", "userDetails": {"country": "BR", "language": "pt", "userScore": 0.9045}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "PY", "language": "es", "userScore": 0.8459}}, {"votedFor": "dalle-3/229_0.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.4206}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "PH", "language": "en", "userScore": 0.9246}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.6296}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.5894}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "FR", "language": "fr", "userScore": 0.8317}}, {"votedFor": "dalle-3/229_0.jpg", "userDetails": {"country": "RS", "language": "sr", "userScore": 0.3064}}, {"votedFor": "dalle-3/229_0.jpg", "userDetails": {"country": "ET", "language": "en", "userScore": 0.0372}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.5087}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.3}}, {"votedFor": "flux/229_0.jpg", "userDetails": {"country": "PK", "language": "en", "userScore": 0.4012}}, {"votedFor": "dalle-3/229_0.jpg", "userDetails": {"country": "IQ", "language": "ar", "userScore": 0.0067}}], "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_0.jpg
flux/229_0.jpg
A bathroom with red tile and a green shower curtain.
5
21
dalle-3
flux
{"votes": [{"votedFor": "flux/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.7173}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "MA", "language": "fr", "userScore": 0.3152}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "BF", "language": "fr", "userScore": 0.8616}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.2566}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.218}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "PY", "language": "zh", "userScore": 0.9803}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.8498}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.3}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.0025}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "VE", "language": "es", "userScore": 0.2714}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "RS", "language": "sr", "userScore": 0.4223}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "BO", "language": "es", "userScore": 0.6982}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.1925}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "US", "language": "en", "userScore": 0.4469}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "BR", "language": "pt", "userScore": 0.5119}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "IT", "language": "it", "userScore": 0.3}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "NZ", "language": "en", "userScore": 0.4801}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScore": 0.5948}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScore": 0.9733}}, {"votedFor": "dalle-3/229_2.jpg", "userDetails": {"country": "DE", "language": "en", "userScore": 0.2776}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.8324}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "BD", "language": "en", "userScore": 0.2573}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "FR", "language": "sm", "userScore": 0.71}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.1057}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "CI", "language": "fr", "userScore": 0.5961}}, {"votedFor": "flux/229_2.jpg", "userDetails": {"country": "GB", "language": "en", "userScore": 0.6439}}], "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/229_2.jpg
A bathroom with red tile and a green shower curtain.
19
7
dalle-3
flux
{"votes": [{"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "KE", "language": "en", "userScore": 0.735}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.2776}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.8554}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.186}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "DZ", "language": "en", "userScore": 0.4875}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.7567}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.9489}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.3167}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "AR", "language": "es", "userScore": 0.7833}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.3}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "YE", "language": "ar", "userScore": 0.2371}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "BR", "language": "pt", "userScore": 0.4915}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "LY", "language": "ar", "userScore": 0.0542}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "AR", "language": "es", "userScore": 0.7334}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.5247}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScore": 0.067}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "RS", "language": "sr", "userScore": 0.3676}}, {"votedFor": "flux/229_1.jpg", "userDetails": {"country": "DZ", "language": "ar", "userScore": 0.8794}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.2626}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "EG", "language": "ar", "userScore": 0.3}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "ET", "language": "en", "userScore": 0.9777}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "VE", "language": "es", "userScore": 0.4704}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "FR", "language": "pt", "userScore": 0.6204}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "ZM", "language": "en", "userScore": 0.9773}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScore": 0.5778}}, {"votedFor": "dalle-3/229_1.jpg", "userDetails": {"country": "FR", "language": "fr", "userScore": 0.3}}], "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_1.jpg
flux/229_1.jpg
A bathroom with red tile and a green shower curtain.
10
16
dalle-3
flux
{"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/229_1.jpg

Rapidata Image Generation Preference Dataset

Dataset visualization

Overview

One of the largest human preference datasets for text-to-image models, this release contains over 700,000 human preference votes - one third of our complete 2 million vote collection. This preference dataset is part of a larger evaluation comparing images from leading AI models including Flux.1, DALL-E 3, MidJourney, and Stable Diffusion. The complete collection includes two additional datasets of equal size focusing on image coherence and text-image alignment, available on our profile. This extensive dataset was collected in just 2 days using Rapidata's groundbreaking annotation technology, demonstrating unprecedented efficiency in large-scale human feedback collection.

Key Features

  • Massive Scale: 700,000+ individual human preference votes collected in 48 hours
  • Global Representation: Collected from 144,292 participants across 145 countries
  • Diverse Prompts: 282 carefully curated prompts testing various aspects of image generation
  • Leading Models: Comparisons between four state-of-the-art image generation models
  • Rigorous Methodology: Uses pairwise comparisons with built-in quality controls
  • Rich Demographic Data: Includes annotator information about age, gender, and geographic location

Applications

This dataset is invaluable for:

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

Data Collection Powered by Rapidata

What traditionally would take weeks or months of data collection was accomplished in just 48 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

Citation

If you use this dataset in your research, please cite our Startup Rapidata and our paper: "Finding the Subjective Truth: Collecting 2 Million Votes for Comprehensive Gen-AI Model Evaluation" (arXiv:2409.11904v2)

@misc{christodoulou2024findingsubjectivetruthcollecting,
      title={Finding the Subjective Truth: Collecting 2 Million Votes for Comprehensive Gen-AI Model Evaluation}, 
      author={Dimitrios Christodoulou and Mads Kuhlmann-Jørgensen},
      year={2024},
      eprint={2409.11904},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2409.11904}, 
}

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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