Text-to-motion generation on HumanML3D MARDM-67 evaluator (test)
0FIDReal
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Real2025.12 | 0 | 50.3 | 69.6 | 79.5 | 0.639 | — | |
| MoLingoBackbone=VAE2025.12 | 0.049 | 52.8 | 72.1 | 81.5 | 0.672 | 2.307 | |
| DisCoRD2025.12 | 0.053 | 50.6 | 69.9 | 79.6 | 0.645 | 1.303 | |
| ACMDM-XL-PS2Model size=XL, Configuration=PS22025.12 | 0.058 | 52.2 | 71.3 | 80.7 | 0.652 | 2.077 | |
| MogenTS2025.12 | 0.06 | 50 | 69.4 | 79.3 | 0.636 | 0.882 | |
| MoLingoBackbone=SAE2025.12 | 0.064 | 54.2 | 73.9 | 83.2 | 0.686 | 2.215 | |
| MoMask++2025.12 | 0.108 | 49.2 | 68.3 | 78.2 | 0.634 | 1.259 | |
| ACMDM-S-PS22Model size=S, Configuration=PS222025.12 | 0.109 | 50.8 | 70.1 | 79.8 | 0.642 | 2.156 | |
| MARDM-v2025.12 | 0.114 | 50 | 69.5 | 79.5 | 0.642 | 2.231 | |
| MoMask2025.12 | 0.116 | 49 | 68.7 | 78.6 | 0.637 | 1.309 | |
| MMM2025.12 | 0.132 | 48.7 | 68.3 | 78.2 | 0.635 | 1.455 | |
| BAMM2025.12 | 0.147 | 48 | 67.1 | 77.2 | 0.63 | 1.954 | |
| MLD2025.12 | 0.431 | 46.1 | 65.1 | 75 | 0.61 | 3.506 | |
| MDMsteps=502025.12 | 0.518 | 44 | 63.6 | 74.2 | 0.578 | 3.604 | |
| MLD++2025.12 | 2.027 | 50 | 69.1 | 78.9 | 0.639 | 1.924 | |
| MotionLCM-V22025.12 | 2.267 | 50.1 | 69.3 | 79 | 0.64 | 1.78 |