Video Generation on VBench WAN 2.1 (test)
94.92Subject ConsistencyWAN 2.1
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WAN 2.1sampling steps=50, Speedup (s)=1.00×, TFLOPs=119292, Resolution=720P2026.05 | 94.92 | 96.21 | 98.74 | 48 | 59.93 | 61.33 | |
| Spectral Progressive DiffusionS (progressive resolution scales)=2, Speedup (s)=2.03×, TFLOPs=57417, Resolution=720P, backbone=WAN 2.12026.05 | 94.62 | 95.98 | 98.59 | 49.5 | 59.75 | 61.14 | |
| WAN 2.1sampling steps=25, Speedup (s)=2.00×, TFLOPs=59646, Resolution=720P2026.05 | 94.34 | 95.97 | 98.79 | 42.5 | 58.93 | 57.06 | |
| Spectral Progressive DiffusionS (progressive resolution scales)=3, Speedup (s)=2.54×, TFLOPs=45953, Resolution=720P, backbone=WAN 2.12026.05 | 92.99 | 94.99 | 98.15 | 57 | 56.96 | 59.9 |