Video Generation on VBench 0-15s
91.2Temporal ScoreResampling Forcing
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Resampling Forcing#Param=1.3B, Teacher Model=-, Sparsity=0%2025.12 | 91.2 | 64.72 | 25.79 | |
| Resampling Forcing#Param=1.3B, Teacher Model=-, Sparsity=75%2025.12 | 90.18 | 63.95 | 24.12 | |
| Self Forcing#Param=1.3B, Teacher Model=WAN2.1-14B(5s)2025.12 | 90.03 | 67.12 | 25.02 | |
| CausVid#Param=1.3B, Teacher Model=WAN2.1-14B(5s)2025.12 | 89.35 | 65.8 | 23.95 | |
| NOVA#Param=0.6B, Teacher Model=-2025.12 | 87.58 | 44.42 | 25.47 | |
| MAGI-1#Param=4.5B, Teacher Model=-2025.12 | 87.09 | 59.79 | 26.18 | |
| SkyReels-V2#Param=1.3B, Teacher Model=-2025.12 | 81.93 | 60.25 | 21.92 | |
| Pyramid Flow#Param=2.0B, Teacher Model=-2025.12 | 81.9 | 62.99 | 27.16 | |
| LongLive#Param=1.3B, Teacher Model=WAN2.1-14B(5s)2025.12 | 81.84 | 66.56 | 24.41 |