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Papers Benchmarks Datasets Tasks

PickScore dataset and benchmarks · SOTA2 Research

Research Datasets

PickScore

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-Image Generation

PickScore (Out-of-Domain)

0.291CLIP Score

46

Text-to-Image Generation

PickScore

52.1PickScore

44

Human Preference Alignment

PickScore

86.851PickScore

20

Preference Prediction

PickScore (test)

73.4Accuracy

19

PickScore 15 (test)

23.566PickScore

17

Text-to-Video Generation

PickScore

21.18PickScore

16

Pairwise Preference Prediction

PickScore

70.5Accuracy

9

Pairwise preference prediction

PickScore v1 (test)

72.2Accuracy

7

Text-to-image alignment

PickScore

23.21Reward

6

Text-to-Image Alignment

PickScore prompts on FLUX.1

1.764ImageReward Score

5

Human Preference Alignment

PickScore

23.55PickScore (Task)

5

Popular tasks

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

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