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Papers Benchmarks Datasets Tasks

Text-to-Image Preference Evaluation research benchmarks · SOTA2 Research

Text-to-Image Preference Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3.533Aesthetic Score

16

Jun 18, 2026

24.2HPSv2 Score

16

Jun 18, 2026

-0.309ImageReward Score

16

Jun 18, 2026

6.182Aesthetic (Mean)

14

Feb 26, 2026

MM-RewardBench T2I 2

78.9Accuracy

11

May 12, 2026

78.3Accuracy

11

May 12, 2026

Popular datasets

HPD ImageReward HPS Aesthetic MM-RewardBench

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