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ResearchFormerly WizWand

ImageReward

Benchmarks

TaskDatasetSOTA resultTrendResults

Text-to-Image Generation

ImageReward

1.379ImageReward Score

119

Human Preference Evaluation

ImageReward

1.053Average Score

40

Human Preference Evaluation

ImageReward (test)

0.675Preference Accuracy

32

Preference evaluation

ImageReward

67.5Accuracy

29

Text-to-Image Preference Prediction

ImageReward

67.5Accuracy

17

Text-to-Image Preference Evaluation

ImageReward

-0.309ImageReward Score

16

Text-to-Image Generation

ImageReward (test)

1.115ImageReward Score

16

Text-to-Image Alignment

ImageReward (test)

1.624Image Reward

10

Pairwise preference prediction

ImageReward v1 (test)

66.8Accuracy

7

Binary Classification

ImageReward (test)

65.07Macro-F1

5

Human preference prediction

ImageReward 371 prompts (test)

39.62Recall @1

4

Human preference prediction

ImageReward 466 prompts (test)

65.14Preference Accuracy

4