Text-conditional Motion Synthesis on HumanML3D 16 (test)
0.525R-Precision Top-1BAMM
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BAMMGround-truth motion length=false2024.03 | 0.525 | 0.72 | 0.814 | 0.055 | 2.919 | 9.717 | 1.687 | |
| BAMMGround-truth motion length=true2024.03 | 0.522 | 0.715 | 0.808 | 0.055 | 2.936 | 9.636 | 1.732 | |
| MoMaskGround-truth motion length=false2024.03 | 0.521 | 0.713 | 0.807 | 0.045 | 2.958 | 9.417 | 1.241 | |
| MMMGround-truth motion length=true2024.03 | 0.515 | 0.708 | 0.804 | 0.089 | 2.926 | 9.577 | 1.226 | |
| AttT2MGround-truth motion length=false2024.03 | 0.499 | 0.69 | 0.786 | 0.112 | 3.038 | 9.7 | 2.452 | |
| M2DMGround-truth motion length=true2024.03 | 0.497 | 0.682 | 0.763 | 0.352 | 3.134 | 9.926 | 3.587 | |
| Fg-T2MGround-truth motion length=false2024.03 | 0.492 | 0.683 | 0.783 | 0.243 | 3.109 | 9.278 | 1.614 | |
| Motion DiffuseGround-truth motion length=false2024.03 | 0.491 | 0.681 | 0.782 | 0.63 | 3.113 | 9.41 | 1.553 | |
| T2M-GPTGround-truth motion length=false2024.03 | 0.491 | 0.68 | 0.775 | 0.116 | 3.118 | 9.761 | 1.856 | |
| MLDGround-truth motion length=true2024.03 | 0.481 | 0.673 | 0.772 | 0.473 | 3.196 | 9.724 | 2.413 | |
| T2MGround-truth motion length=false2024.03 | 0.455 | 0.636 | 0.736 | 1.067 | 3.347 | 9.175 | 2.219 | |
| TEMOSGround-truth motion length=true2024.03 | 0.424 | 0.612 | 0.722 | 3.734 | 3.703 | 8.973 | 0.368 | |
| TM2TGround-truth motion length=false2024.03 | 0.424 | 0.618 | 0.729 | 1.501 | 3.467 | 8.589 | 2.424 | |
| MDMGround-truth motion length=true2024.03 | 0.32 | 0.498 | 0.611 | 0.544 | 5.566 | 9.559 | 2.799 | |
| HierGround-truth motion length=false2024.03 | 0.301 | 0.425 | 0.552 | 6.523 | 5.012 | 8.332 | — |