Video Generation Evaluation on VBench
86.3384Quality ScorePRISM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-14B), Settings=Step 252026.06 | 86.3384 | 76.6792 | 84.4065 | 1.0965 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-14B), Settings=Step 52026.06 | 86.1617 | 76.1093 | 84.1512 | 0.8412 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-14B), Settings=Step 102026.06 | 86.0889 | 75.9489 | 84.0609 | 0.7509 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-14B), Settings=Step 502026.06 | 86.0786 | 76.9515 | 84.2532 | 0.9432 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-1.3B), Settings=Step 252026.06 | 86.0783 | 76.178 | 84.0983 | 0.7883 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-1.3B), Settings=Step 502026.06 | 86.0589 | 76.5513 | 84.1574 | 0.8474 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-14B), Settings=Step 12026.06 | 85.9822 | 76.4926 | 84.0843 | 0.7743 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-1.3B), Settings=Step 52026.06 | 85.9211 | 76.5801 | 84.0529 | 0.7429 | |
| VideoScore2Infer Model=Wan2.1-1.3B, RM=VideoScore2, Settings=-2026.06 | 85.9198 | 75.745 | 83.8849 | 0.5749 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-1.3B), Settings=Step 102026.06 | 85.862 | 76.0182 | 83.8932 | 0.5832 | |
| PRISMInfer Model=Wan2.1-1.3B, RM=PRISM (Wan2.1-1.3B), Settings=Step 12026.06 | 85.6257 | 76.7701 | 83.8546 | 0.5446 | |
| RandomInfer Model=Wan2.1-1.3B, RM=Random, Settings=-2026.06 | 85.5736 | 76.0586 | 83.6706 | 0.3606 | |
| VideoRewardInfer Model=Wan2.1-1.3B, RM=VideoReward, Settings=-2026.06 | 85.3138 | 76.9041 | 83.6318 | 0.3218 | |
| UnifiedRewardInfer Model=Wan2.1-1.3B, RM=UnifiedReward, Settings=-2026.06 | 85.2754 | 76.337 | 83.4878 | 0.1778 | |
| Wan2.1-1.3BInfer Model=Wan2.1-1.3B, RM=-, Settings=-2026.06 | 85.23 | 75.65 | 83.31 | — | |
| PRISMInfer Model=CogVideoX, RM=PRISM (CogVideoX-2B), Settings=Step 102026.06 | 82.0087 | 77.7561 | 81.1582 | 0.8889 | |
| PRISMInfer Model=CogVideoX, RM=PRISM (CogVideoX-2B), Settings=Step 252026.06 | 81.7414 | 77.584 | 80.9099 | 0.6406 | |
| UnifiedRewardInfer Model=CogVideoX, RM=UnifiedReward, Settings=-2026.06 | 81.6947 | 77.4733 | 80.8504 | 0.5811 | |
| VideoRewardInfer Model=CogVideoX, RM=VideoReward, Settings=-2026.06 | 81.6803 | 78.7097 | 81.0862 | 0.8169 | |
| PRISMInfer Model=CogVideoX, RM=PRISM (CogVideoX-2B), Settings=Step 52026.06 | 81.6351 | 77.7337 | 80.8549 | 0.5856 | |
| PRISMInfer Model=CogVideoX, RM=PRISM (CogVideoX-2B), Settings=Step 502026.06 | 81.5411 | 77.7721 | 80.7873 | 0.518 | |
| RandomInfer Model=CogVideoX, RM=Random, Settings=-2026.06 | 81.3808 | 77.2381 | 80.5522 | 0.2829 | |
| PRISMInfer Model=CogVideoX, RM=PRISM (CogVideoX-2B), Settings=Step 12026.06 | 81.3019 | 77.4076 | 80.523 | 0.2537 | |
| VideoScore2Infer Model=CogVideoX, RM=VideoScore2, Settings=-2026.06 | 81.2159 | 78.1815 | 80.609 | 0.3397 | |
| CogVideoXInfer Model=CogVideoX, RM=-, Settings=-2026.06 | 81.0631 | 77.0937 | 80.2693 | — |