Video Reward Modeling on GenAI
54.8Accuracy (w/ Tie)UnifiedReward-Thinking
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UnifiedReward-ThinkingModel Type=Generative Video Reward Model2026.05 | 54.8 | 70.9 | |
| VisionRewardModel Type=Generative Video Reward Model2026.05 | 52.5 | 72.4 | |
| DeScoreModel Type=Our Video Reward Model2026.05 | 50.4 | 76.5 | |
| VideoAlignModel Type=Discriminative Video Reward Model2026.05 | 49.4 | 72.8 | |
| VideoScoreModel Type=Discriminative Video Reward Model2026.05 | 49 | 72 | |
| UnifiedRewardModel Type=Generative Video Reward Model2026.05 | 45.8 | 68.6 | |
| VideoScore2Model Type=Generative Video Reward Model2026.05 | 39.1 | 61.6 |