Video Generation on VBench Wan2.1 1.3B, 61x448x832 1.0 (test)
66.07AQFull Attention
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Full AttentionModel=Wan2.1 1.3B, Resolution=61x448x832, Kernel=FullAttn, Training Setting=Fine-tuned2026.01 | 66.07 | 95.75 | 68.06 | 64.57 | 94.15 | — | 159.7 | 63.4 | |
| VMoBAModel=Wan2.1 1.3B, Resolution=61x448x832, Kernel=VMoBA, Training Setting=Fine-tuned2026.01 | 65.58 | 96.22 | 62.5 | 66.7 | 93 | 90 | 75.8 | 71.7 | |
| VMonarchModel=Wan2.1 1.3B, Resolution=61x448x832, Kernel=VMonarch, Training Setting=Fine-tuned2026.01 | 65.58 | 95.84 | 62.5 | 64.49 | 93.23 | 87.5 | 75.4 | 47.7 | |
| Full AttentionModel=Wan2.1 1.3B, Resolution=61x448x832, Kernel=FullAttn, Training Setting=Training-Free2026.01 | 65.44 | 95.08 | 69.44 | 64.86 | 91.77 | — | 159.7 | 63.4 | |
| VSAModel=Wan2.1 1.3B, Resolution=61x448x832, Kernel=VSA, Training Setting=Fine-tuned2026.01 | 64.46 | 95.09 | 61.11 | 63.87 | 92.99 | 90 | 69.5 | 49.9 | |
| VMonarchModel=Wan2.1 1.3B, Resolution=61x448x832, Kernel=VMonarch, Training Setting=Training-Free2026.01 | 63.65 | 94.93 | 54.17 | 64.46 | 92.43 | 87.5 | 75.4 | 47.7 | |
| VSAModel=Wan2.1 1.3B, Resolution=61x448x832, Kernel=VSA, Training Setting=Training-Free2026.01 | 42.86 | 94.96 | 63.89 | 55.04 | 89.17 | 90 | 69.5 | 49.9 | |
| VMoBAModel=Wan2.1 1.3B, Resolution=61x448x832, Kernel=VMoBA, Training Setting=Training-Free2026.01 | 42 | 90.64 | 88.89 | 53.78 | 82 | 90 | 75.8 | 71.7 |