| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| HumanML3D (test) | FID0 | 481 | 4d ago | ||
| KIT-ML (test) | FID0.002 | 189 | 12d ago | ||
| HumanML3D | SALAD | R-Precision (Top 1)58.1 | 64 | 18d ago | |
| HumanML3D 19 (test) | FID0.0016 | 37 | 1mo ago | ||
| HumanML3D 1 (test) | TCA-T2M | R-Precision (Top 1)0.517 | 32 | 1mo ago | |
| HumanML3D full dimension (test) | MARDM | R-Precision Top 152.3 | 20 | 1mo ago | |
| KIT (test) | GraphMotion | R-Precision Top-142.9 | 19 | 8d ago | |
| HumanML3D (Retain Set) | MoMask | FID0.064 | 17 | 1mo ago | |
| HumanML3D (Forget Set) | DiP | FID0.44 | 17 | 1mo ago | |
| HumanML3D MARDM-67 evaluator (test) | FID0 | 16 | 1mo ago | ||
| KIT-ML 1.0 (test) | TCA-T2M | R-Precision Top 142.8 | 14 | 1mo ago | |
| HumanML3D-272 (test) | FID0.002 | 11 | 1mo ago | ||
| Laban Benchmark | R@30.216 | 11 | 1mo ago | ||
| KIT-ML 52 (test) | ENERGYMOGEN | R-Precision Top-10.436 | 11 | 1mo ago | |
| MBench (test) | ViMoGen | Motion Consistency53 | 9 | 18d ago | |
| BiHumanML3D English | BiMD | R-Precision (Top 1)55.8 | 9 | 22d ago | |
| BiHumanML3D Chinese | R Precision (Top 1)54.3 | 9 | 22d ago | ||
| KIT-ML 46 (test) | Motion Anything | R-Precision Top 144.9 | 9 | 1mo ago | |
| KIT-ML full dimension (test) | Ours-SiT | R-Precision@138.7 | 9 | 1mo ago | |
| SnapMoGen (test) | R-Precision Top 10.94 | 8 | 1mo ago | ||
| Mixamo 1 (test) | OMG | FID1.164 | 8 | 1mo ago | |
| HumanML3D 2022 (test) | T2M-GPT | FID0.116 | 8 | 1mo ago | |
| HumanML3D retargeted (test) | R-Precision@177.4 | 7 | 1mo ago | ||
| HumanML3D-X 1.0 (test) | FID0 | 7 | 1mo ago | ||
| KeyframeFace (test) | Express4D-MDM | FID0.0348 | 7 | 1mo ago |
