Text-to-Motion Generation on HumanML3D-272 (test)
0.002FIDReal
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Real2026.03 | 0.002 | 70.2 | 86.4 | 91.4 | 15.151 | 27.492 | |
| ActionPlan-OfflineInference Mode=Offline2026.03 | 5.522 | 68.7 | 83.8 | 89.2 | 15.09 | 27.272 | |
| ActionPlan-StreamingInference Mode=Streaming2026.03 | 5.735 | 67.2 | 82.2 | 87.7 | 15.315 | 27.287 | |
| MARDM2026.03 | 7.044 | 66.9 | 80.6 | 86 | 15.892 | 26.235 | |
| MotionStreamer2026.03 | 11.79 | 63.1 | 80.2 | 85.9 | 16.081 | 27.284 | |
| MoMask2026.03 | 12.232 | 62.1 | 78.4 | 84.6 | 16.138 | 27.127 | |
| T2M-GPT2026.03 | 12.475 | 60.6 | 77.4 | 83.8 | 16.812 | 27.275 | |
| MotionGPT2026.03 | 14.375 | 45.6 | 59.8 | 62.8 | 17.892 | 27.114 | |
| AttT2M2026.03 | 15.428 | 59.2 | 76.5 | 83.4 | 15.726 | 26.674 | |
| MLD2026.03 | 18.236 | 54.6 | 73 | 79.2 | 16.638 | 26.352 | |
| MDM2026.03 | 23.454 | 52.3 | 69.2 | 76.4 | 17.423 | 26.325 |