Image-to-Video Generation on VBench I2V (Specific Metric Configuration)
64.8VBench Dynamic DegreeDyMoS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DyMoSBackbone=Wan 2.2-14B2026.05 | 64.8 | 2.84 | 57.7 | 26.21 | 14.3 | — | |
| DyMoSModel=Wan 2.2-14B2026.05 | 64.8 | — | 57.7 | 26.21 | 14.3 | 2.84 | |
| ALGBackbone=Wan 2.2-14B2026.05 | 55.3 | 2.83 | 57.7 | 26.16 | 14 | — | |
| ALGModel=Wan 2.2-14B2026.05 | 55.3 | — | 57.7 | 26.16 | 14 | 2.83 | |
| DyMoSModel=HunyuanVideo-1.52026.05 | 55.3 | — | 58.1 | 26.53 | 14.1 | 2.88 | |
| DyMoSModel=Wan 2.1-14B2026.05 | 54.5 | — | 57.4 | 26.18 | 12.6 | 3.25 | |
| DyMoSModel=CogVideoX-5B2026.05 | 52.9 | — | 57.1 | 26.52 | 13.1 | 2.92 | |
| ALGModel=Wan 2.1-14B2026.05 | 52.5 | — | 57.2 | 26.15 | 12.7 | 3.18 | |
| ALGModel=CogVideoX-5B2026.05 | 52 | — | 57.1 | 26.47 | 12.7 | 2.98 | |
| BaselineBackbone=Wan 2.2-14B2026.05 | 51.7 | 2.83 | 58 | 26.14 | 14.3 | — | |
| BaselineModel=Wan 2.2-14B2026.05 | 51.7 | — | 58 | 26.14 | 14.3 | 2.83 | |
| BaselineModel=Wan 2.1-14B2026.05 | 48.7 | — | 57.7 | 26.01 | 13.2 | 3.21 | |
| BaselineModel=HunyuanVideo-1.52026.05 | 48 | — | 58.2 | 26.24 | 14 | 2.87 | |
| ALGModel=HunyuanVideo-1.52026.05 | 46.3 | — | 58.2 | 26.29 | 14.1 | 2.87 | |
| BaselineModel=CogVideoX-5B2026.05 | 30.9 | — | 57.8 | 26.12 | 14 | 2.9 |