| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| KIT-ML | R@382.6 | 33 | 1mo ago | ||
| Motion-X | R TOP167.5 | 17 | 1mo ago | ||
| OpenT2M zero | R@10.316 | 13 | 1mo ago | ||
| MotionHub (test) | R-Precision (T1)66.7 | 12 | 1mo ago | ||
| HumanML3D 10 (test) | R-Precision@177.8 | 12 | 1mo ago | ||
| UA-Net (test) | UniAct | FID1.53 | 12 | 1mo ago | |
| HumanML3D (test) | MMM | AITS (s)0.081 | 11 | 1mo ago | |
| HumanML3D official evaluator from MotionStreamer (test) | UMO-Unified | FID9.46 | 7 | 1mo ago | |
| Custom Diverse Text-to-Motion 1.0 (test) | HY-Motion 1.0 | Locomotion Score3.59 | 5 | 1mo ago | |
| KIT Motion-Language 43 (test) | TEMOS | APE (Positional) - Root Joint0.963 | 4 | 1mo ago | |
| User Study | MoMask-Morph | Semantic Consistency90.4 | 3 | 23d ago | |
| HumanML3D General (test) | AToM | MM Dist3.943 | 3 | 1mo ago | |
| HumanML3D Frequency (test) | AToM | MM Dist5.259 | 2 | 1mo ago | |
| Motion-X 1.0 (test) | - | R-Precision (Top1)- | 0 | 1mo ago | |
| Motion-X (test) | - | R@1 Score- | 0 | 1mo ago | |
| Human Motion | - | - | 0 | 1mo ago |
