Text-driven Motion Generation on Motion-X (test)
0.595R Precision Top 1Real motions
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Real motions2026.02 | 0.595 | 0.787 | 0.868 | 0 | 3.717 | — | 0.672 | |
| LG-Tok-mid#Tokens=1602026.02 | 0.591 | 0.781 | 0.864 | 0.076 | 3.758 | 2.245 | 0.682 | |
| LG-Tok-mini#Tokens=1042026.02 | 0.588 | 0.776 | 0.857 | 0.071 | 3.835 | 2.235 | 0.681 | |
| LG-Tok#Tokens=2362026.02 | 0.582 | 0.775 | 0.858 | 0.088 | 3.844 | 2.294 | 0.682 | |
| MotionDiffuseVenue=TPAMI' 24, reimplementation=meng67 representation2026.02 | 0.559 | 0.752 | 0.839 | 0.954 | 4.167 | 2.476 | 0.66 | |
| MARDMVenue=CVPR' 25, reimplementation=meng67 representation2026.02 | 0.528 | 0.727 | 0.82 | 0.147 | 4.433 | 3.077 | 0.643 | |
| MoSaVenue=Arxiv' 25, #Tokens=236, reimplementation=meng67 representation2026.02 | 0.513 | 0.703 | 0.796 | 0.21 | 4.783 | 3.167 | 0.654 | |
| MoMaskVenue=CVPR' 24, #Tokens=294, reimplementation=meng67 representation2026.02 | 0.502 | 0.694 | 0.79 | 0.247 | 4.832 | 2.715 | 0.644 | |
| StableMoFusionVenue=ACM MM' 24, reimplementation=meng67 representation2026.02 | 0.474 | 0.682 | 0.787 | 0.213 | 4.888 | 2.985 | 0.607 | |
| T2M-GPTVenue=CVPR' 23, #Tokens=49, reimplementation=meng67 representation2026.02 | 0.47 | 0.644 | 0.735 | 1.085 | 5.488 | 12.807 | 0.622 | |
| MMMVenue=CVPR' 24, #Tokens=49, reimplementation=meng67 representation2026.02 | 0.424 | 0.6 | 0.695 | 2.918 | 6.098 | 2.342 | 0.607 |