Video Generation on VBench (PSNR, SSIM, LPIPS)
24.08PSNRBlock Approximate Sparse Attention
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Block Approximate Sparse AttentionModel=Wan2.1, Warmup=10-step full-attention, Sparsity=50%2026.05 | 24.08 | 83.3 | 90.6 | 0.112 | |
| Block Approximate Sparse AttentionModel=Wan2.1, Warmup=10-step full-attention, Sparsity=60%2026.05 | 22.34 | 78.2 | 86.5 | 0.163 | |
| SVG2Model=Wan2.1, Warmup=10-step full-attention2026.05 | 21.51 | 76.2 | 83.2 | 0.173 |