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Papers Benchmarks Datasets Tasks

Video Reward Modeling research benchmarks · SOTA2 Research

Video Reward Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VideoRewardBench

76.2Perception (long)

16

May 11, 2026

56.8Accuracy (w/ Tie)

7

May 8, 2026

UnifiedReward-Thinking

54.8Accuracy (w/ Tie)

7

May 8, 2026

In-domain Dataset

73.4Preference Accuracy

7

May 8, 2026

Popular datasets

VideoRewardBench GenAI In-domain Dataset VideoGen-Bench

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