Video Generation on VBench (Physics, Temporal Flickering, Action, Spatial, and Aggregated Metrics)
88.52Physics TotalAFD
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AFDModel=Causal-Forcing2026.05 | 88.52 | 98.41 | 97.89 | 88.89 | 80 | 77.39 | 59.83 | |
| AFDModel=Self-Forcing2026.05 | 87.55 | 98.78 | 98.3 | 79.17 | 80 | 81.5 | 60.83 | |
| BaseModel=Causal-Forcing2026.05 | 86.76 | 98.2 | 97.9 | 87.5 | 76 | 74.2 | 59.03 | |
| GANModel=Self-Forcing2026.05 | 83.83 | 99.28 | 98.58 | 61.11 | 79 | 81.18 | 60.95 | |
| GANModel=Causal-Forcing2026.05 | 83.07 | 98.58 | 98.08 | 66.67 | 76 | 76 | 59.44 | |
| DMDModel=Causal-Forcing2026.05 | 82.52 | 99.16 | 98.75 | 58.33 | 77 | 79.35 | 60.32 | |
| DMDModel=Self-Forcing2026.05 | 81.88 | 99.01 | 98.95 | 52.78 | 81 | 77.66 | 59.98 | |
| SFTModel=Causal-Forcing2026.05 | 76.24 | 99.31 | 99.05 | 29.17 | 78 | 75.69 | 59.4 | |
| BaseModel=Self-Forcing2026.05 | 68.49 | 98.27 | 97.19 | 91.67 | 46 | 9.32 | 36.51 | |
| SFTModel=Self-Forcing2026.05 | 58.69 | 96.64 | 97.4 | 44.44 | 34 | 20.97 | 37.62 |