Video Generation on VBench Wan 2.1 training-free 14B
0.6918VBench Aesthetic ScoreFull Attention
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Full AttentionModel=Wan 2.1 14B, Latency(s)=15482025.12 | 0.6918 | — | — | — | 0.9639 | 0.6247 | |
| PSAModel=Wan 2.1 14B, Sparsity=0.88, Latency(s)=8872025.12 | 0.6776 | 23.83 | 0.768 | 0.105 | 0.9261 | 0.64 | |
| SVG2Model=Wan 2.1 14B, Sparsity=0.87, Latency(s)=9132025.12 | 0.6614 | 24.79 | 0.807 | 0.085 | 0.9439 | 0.5555 | |
| STAModel=Wan 2.1 14B, Sparsity=0.83, Latency(s)=8152025.12 | 0.6544 | 20.83 | 0.694 | 0.185 | 0.9399 | 0.6489 | |
| SpargeModel=Wan 2.1 14B, Sparsity=0.88, Latency(s)=8552025.12 | 0.6083 | 22.19 | 0.737 | 0.182 | 0.8779 | 0.5977 | |
| SVGModel=Wan 2.1 14B, Sparsity=0.85, Latency(s)=8302025.12 | 0.5337 | 19.84 | 0.649 | 0.3 | 0.9501 | 0.5479 |