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Papers Benchmarks Datasets Tasks

HPD dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

HPD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-Image Generation

HPD 4-specialization sweep, n=800 v2

69.5PickScore

5

Text-to-Image Generation

HPD v3 (val)

3.39Animals Score

5

Text-to-Image Generation

HPD v2

0.233Pickscore

5

Text-to-Image Generation

HPD v2

0.233PickScore

5

Preference Alignment

HPD v2.1 (test)

15.373HPSv3 Score

5

Human Preference Alignment

HPDv2

0.374HPS-v2.1

5

(T+I)2I Pickscore Guidance

HPD v2

1.092Reward Score

5

Text-to-Image Generation

HPDv2 (prompts)

0.315PickScore

4

Text-to-Image Generation

HPD v2

97.84HPS

4

Text-to-Image Generation

HPD v2

1.61Rew

4

Text-to-Image Generation

HPD v2

1.118Rew

4

Text-to-Image Generation

HPD Full rerun, n=3,200 v2

68.8PickScore

3

HPD v2

34.25HPSv2

3

Human Preference Evaluation

HPD Concept-Art v2

73.33Win Rate

2

Human Preference Evaluation

HPD Anime v2

73.33Win Rate

2

Text-to-Image Generation

HPD v3 (test)

54.62Overall Preference (Calibri)

2

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Popular tasks

Text-to-Image Generation Human Preference Evaluation Human Preference Alignment Pairwise Preference Prediction Preference Alignment

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