Motion-Customized Video Generation on MotionBench
68.6Motion AccuracySynMotion
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SynMotion2025.06 | 68.6 | 99.5 | 97.67 | 98.26 | 69.47 | 88.24 | 97.59 | 0.322 | 212.05 | 3,129.19 | 0.41 | |
| MotionInversion2025.06 | 59.31 | 98.98 | 73.21 | 96.74 | 59.23 | 3.57 | 96.65 | 0.295 | 213.04 | 3,361.62 | 0.97 | |
| VMC2025.06 | 53.64 | 98.7 | 38.43 | 95.97 | 58.7 | 20.6 | 95.89 | 0.293 | 395.32 | 5,242.49 | 0.67 | |
| DMT2025.06 | 51.16 | 98.68 | 34.88 | 95.43 | 58.28 | 12.5 | 95.96 | 0.291 | 390.06 | 4,546.08 | 0.69 | |
| MotionDirector2025.06 | 41.67 | 99.01 | 71.93 | 97.56 | 59.44 | 3.51 | 96.85 | 0.299 | 465.6 | 6,485.23 | 0.8 | |
| DreamBooth2025.06 | 37.56 | 98.68 | 69.76 | 93.6 | 66.66 | 69.77 | 94.84 | 0.278 | 385.82 | 3,500.53 | 1.92 | |
| Textual Inversion2025.06 | 21.43 | 98.91 | 62.94 | 95.98 | 65.85 | 47.06 | 96.02 | 0.277 | 456.23 | 4,614.82 | 1.77 |