Controllable Motion Generation (HSI-1) on HumanML3D (test)
7.4Skating RateMotion-Inference-as-Control
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Motion-Inference-as-ControlPre-trained model=MDM2026.07 | 7.4 | 0.093 | 0.009 | 6.8 | 85.7 | 0.494 | 9.656 | 63.5 | |
| ProgMoGenPre-trained model=MDM2026.07 | 7.5 | 0.094 | 0.012 | 8.8 | 77.6 | 0.556 | 9.611 | 59.7 | |
| DNOPre-trained model=MDM2026.07 | 8.5 | 0.098 | 0.018 | 12.1 | 76.5 | 0.559 | 9.595 | 58.8 | |
| MDM (Unconstrained)Pre-trained model=MDM2026.07 | 8.6 | 0.097 | 0.118 | 71.8 | 19.3 | 0.545 | 9.656 | 61 | |
| IKPre-trained model=MDM2026.07 | 9.3 | 0.414 | 0.012 | 8.8 | 73.5 | 0.545 | 9.653 | 61 | |
| MDM EditPre-trained model=MDM2026.07 | 9.4 | 0.148 | 0.109 | 64.5 | 30.3 | 0.554 | 9.656 | 61.4 | |
| ReAlignPre-trained model=MDM2026.07 | 9.6 | 0.104 | 0.024 | 18.9 | 75.7 | 0.619 | 9.433 | 63.5 | |
| IK+Reg.Pre-trained model=MDM2026.07 | 26.9 | 0.121 | 0.012 | 8.8 | 73.9 | 0.782 | 9.509 | 60.3 |