Video Generation on CVGBench-p
98.81Subject ConsistencyMotion Factorization Framework
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Motion Factorization FrameworkBase Model=VideoCrafter-v2.02026.03 | 98.81 | 98.29 | 97.82 | 98.79 | 78.24 | |
| Motion Factorization FrameworkBase Model=CogVideoX-2B2026.03 | 98.74 | 98.23 | 98.38 | 98.94 | 87.06 | |
| VideoCrafter-v2.02026.03 | 98.3 | 97.62 | 97 | 98.48 | 18.22 | |
| VicoBase Model=VideoCrafter-v2.0, Compositional Generation=true2026.03 | 98.23 | 97.36 | 97.1 | 98.56 | 32.85 | |
| R&BBase Model=VideoCrafter-v2.0, Compositional Generation=true2026.03 | 98.11 | 97.3 | 96.83 | 98.56 | 25.45 | |
| BoxDiffBase Model=VideoCrafter-v2.0, Compositional Generation=true2026.03 | 98.08 | 97.32 | 96.87 | 98.5 | 25.44 | |
| A&RBase Model=VideoCrafter-v2.0, Compositional Generation=true2026.03 | 97.9 | 97.1 | 96.83 | 98.47 | 31.44 | |
| Show-12026.03 | 97.5 | 96.47 | 98.41 | 98.93 | 11.45 | |
| ZeroScope2026.03 | 97.4 | 96.24 | 97.73 | 98.84 | 16.1 | |
| modelScope2026.03 | 95.71 | 95.28 | 96.01 | 97.27 | 30.81 | |
| LaVie2026.03 | 95.45 | 95.67 | 95.73 | 97.38 | 57.4 | |
| LATTE2026.03 | 95.21 | 96.11 | 95.42 | 97.02 | 51.66 | |
| R&PBase Model=CogVideoX-2B, Compositional Generation=true2026.03 | 93.01 | 94.26 | 96.12 | 97.95 | 81.52 | |
| CogVideoX-2B2026.03 | 92.85 | 93.32 | 96.11 | 97.95 | 79.85 | |
| LVDM2026.03 | 91.05 | 92.6 | 91.26 | 93.79 | 68.78 | |
| VideoCrafter-v1.02026.03 | 84.97 | 92.51 | 80.99 | 83.02 | 80.26 |