Text-to-motion on HumanML3D 15 (test)
52.5R-Precision Top-1SIA-MoMask
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SIA-MoMaskSelf-Intersection-Aware=true2026.05 | 52.5 | 71.7 | 81.3 | 0.068 | 2.933 | 9.691 | 1.198 | 290 | |
| MoMask2026.05 | 52.1 | 71.3 | 80.7 | 0.045 | 2.958 | 9.624 | 1.241 | 316 | |
| Real2026.05 | 51.1 | 70.3 | 79.7 | 0.002 | 2.974 | 9.503 | — | 447 | |
| ReMoDiffuse2026.05 | 51 | 69.8 | 79.5 | 0.103 | 2.974 | 9.018 | 1.795 | — | |
| MotionDiffuse2026.05 | 49.1 | 68.1 | 78.2 | 0.63 | 3.113 | 9.41 | 1.553 | — | |
| MLD2026.05 | 48.1 | 67.3 | 77.2 | 0.473 | 3.196 | 9.724 | 2.413 | — | |
| SIA-MDMSelf-Intersection-Aware=true2026.05 | 43.5 | 62.8 | 73.1 | 0.265 | 3.462 | 9.568 | 2.893 | 382 | |
| MDM2026.05 | 41.8 | 60.4 | 70.7 | 0.489 | 3.631 | 9.449 | 2.973 | 619 |