Video Reward Modeling on VideoGen-Bench
56.8Accuracy (w/ Tie)DeScore
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeScoreModel Type=Our Video Reward Model2026.05 | 56.8 | 76.8 | |
| VideoAlignModel Type=Discriminative Video Reward Model2026.05 | 53.8 | 72.2 | |
| VisionRewardModel Type=Generative Video Reward Model2026.05 | 46.5 | 61.1 | |
| UnifiedReward-ThinkingModel Type=Generative Video Reward Model2026.05 | 42.8 | 58.2 | |
| VideoScoreModel Type=Discriminative Video Reward Model2026.05 | 37.2 | 50.3 | |
| UnifiedRewardModel Type=Generative Video Reward Model2026.05 | 30.3 | 56.4 | |
| VideoScore2Model Type=Generative Video Reward Model2026.05 | 30.1 | 49.7 |