Video Generation on VBench 2024/2025 (test)
23.56Appearance StyleLaVie§
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LaVie§Source=Huang et al., 20242026.04 | 23.56 | 26.41 | 25.93 | 49.72 | 54.94 | 97.47 | 52.69 | 96.38 | 61.9 | 91.82 | 34.09 | 86.39 | 91.41 | 33.32 | |
| ModelScope§Source=Huang et al., 20242026.04 | 23.39 | 25.67 | 25.37 | 66.39 | 52.06 | 95.29 | 39.26 | 95.79 | 58.57 | 82.25 | 33.68 | 81.72 | 89.87 | 38.98 | |
| Seedance1.0_exp w. DAREDARE=true2026.04 | 22.66 | 27.71 | 25.39 | 87.5 | 58.63 | 96.65 | 51.82 | 98.39 | 67.96 | 92.56 | 54.41 | 87.39 | 95.88 | 79.65 | |
| Seedance1.0_expDARE=false2026.04 | 22.37 | 27.37 | 25.27 | 80.55 | 58.45 | 96.37 | 47.53 | 98.39 | 67.07 | 87.26 | 49.26 | 84.69 | 95.76 | 76.45 | |
| CogVideo§Source=Huang et al., 20242026.04 | 22.01 | 7.7 | 7.8 | 42.22 | 38.18 | 95.42 | 28.24 | 96.47 | 41.03 | 73.4 | 18.24 | 79.57 | 92.19 | 18.11 | |
| VideoCrafter§Source=Huang et al., 20242026.04 | 21.57 | 25.21 | 25.42 | 89.72 | 44.41 | 92.88 | 43.36 | 91.79 | 57.22 | 87.34 | 36.74 | 78.84 | 86.24 | 25.93 | |
| Wan 2.1 w. DAREParameter count=14B, DARE=true2026.04 | 21.09 | 22.76 | 22.29 | 95.84 | 44.12 | 97.54 | 8.94 | 99.36 | 59.04 | 54.67 | 55.95 | 83.26 | 93.14 | 35.52 | |
| Wan 2.1Parameter count=14B, DARE=false2026.04 | 20.8 | 20.79 | 19.93 | 88.89 | 46.67 | 96.69 | 18.02 | 98.46 | 49.22 | 54.43 | 49.16 | 84.79 | 91.69 | 25.6 |