| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DavisBench | MotionEcho (MOFT 3 steps) | Temporal Consistency (TC)97.8 | 22 | 16d ago | |
| TGVE 76 videos (full) | Ours-CogVideoX | Temporal Consistency98.11 | 16 | 16d ago | |
| TGVE User Study (test) | timestep-constrained one-shot motion customization framework | Motion Fidelity45 | 4 | 4mo ago | |
| Motion Customization Evaluation Set | DreamVideo | CLIP-T0.309 | 3 | 4mo ago |