Motion Transfer on DAVIS curated subset of 50 videos
32.24CS ScoreMotionInversion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MotionInversionbackbone=U-Net, implementation=official2026.01 | 32.24 | 74.48 | |
| MotionAdapterbackbone=CogVideoX-5B, implementation=official2026.01 | 32.03 | 81.72 | |
| DeTbackbone=Full DiT, implementation=official2026.01 | 32.01 | 75.41 | |
| DiTFlowbackbone=CogVideoX-5B, implementation=re-implemented2026.01 | 31.78 | 75.43 | |
| SMMbackbone=CogVideoX-5B, implementation=re-implemented2026.01 | 31.59 | 77.49 | |
| MOFTbackbone=CogVideoX-5B, implementation=re-implemented2026.01 | 31.58 | 67.72 | |
| MotionClonebackbone=U-Net, implementation=official2026.01 | 29.95 | 64.52 |