Video Generation on VBench Wan 2.1 training-free 1.3B
0.6686VBench Aesthetics Score (Aes.)PSA
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PSAModel=Wan 2.1 1.3B, Sparsity=0.91, Latency(s)=1762025.12 | 0.6686 | 24.36 | 0.788 | 0.121 | 0.9612 | 0.6607 | |
| STAModel=Wan 2.1 1.3B, Sparsity=0.83, Latency(s)=1622025.12 | 0.6521 | 20.56 | 0.677 | 0.197 | 0.9419 | 0.6501 | |
| Full AttentionModel=Wan 2.1 1.3B, Latency(s)=3272025.12 | 0.6489 | — | — | — | 0.9645 | 0.6557 | |
| SpargeModel=Wan 2.1 1.3B, Sparsity=0.90, Latency(s)=1652025.12 | 0.6232 | 22.83 | 0.736 | 0.177 | 0.9476 | 0.6409 | |
| SVG2Model=Wan 2.1 1.3B, Sparsity=0.91, Latency(s)=1872025.12 | 0.6185 | 25.21 | 0.801 | 0.126 | 0.9548 | 0.5545 | |
| SVGModel=Wan 2.1 1.3B, Sparsity=0.85, Latency(s)=1652025.12 | 0.5039 | 17.57 | 0.567 | 0.399 | 0.9444 | 0.5974 |