Text-conditional motion synthesis on HumanML3D 12 (test)
51.5R-Precision Top-1MMM
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MMMground-truth motion length=true2023.12 | 51.5 | 70.8 | 80.4 | 0.089 | 2.926 | 9.577 | 1.226 | |
| Real2023.12 | 51.1 | 70.3 | 79.7 | 0.002 | 2.974 | 9.503 | — | |
| MMMground-truth motion length=false2023.12 | 50.4 | 69.6 | 79.4 | 0.08 | 2.998 | 9.411 | 1.164 | |
| VQ-VAE2023.12 | 50.3 | 69.8 | 79.3 | 0.075 | 3.027 | 9.697 | — | |
| AttT2M2023.12 | 49.9 | 69 | 78.6 | 0.112 | 3.038 | 9.7 | 2.452 | |
| M2DMground-truth motion length=true2023.12 | 49.7 | 68.2 | 76.3 | 0.352 | 3.134 | 9.926 | 3.587 | |
| Fg-T2Mground-truth motion length=true2023.12 | 49.2 | 68.3 | 78.3 | 0.243 | 3.109 | 9.278 | 1.614 | |
| MotionDiffuseground-truth motion length=true2023.12 | 49.1 | 68.1 | 78.2 | 0.63 | 3.113 | 9.41 | 1.553 | |
| T2M-GPT2023.12 | 49.1 | 68 | 77.5 | 0.116 | 3.118 | 9.761 | 1.856 | |
| MLDground-truth motion length=true2023.12 | 48.1 | 67.3 | 77.2 | 0.473 | 3.196 | 9.724 | 2.413 | |
| T2M2023.12 | 45.5 | 63.6 | 73.6 | 1.087 | 3.347 | 9.175 | 2.219 | |
| TEMOSground-truth motion length=true2023.12 | 42.4 | 61.2 | 72.2 | 3.734 | 3.703 | 8.973 | 0.368 | |
| TM2T2023.12 | 42.4 | 61.8 | 72.9 | 1.501 | 3.467 | 8.589 | 2.424 | |
| MDMground-truth motion length=true2023.12 | 32 | 49.8 | 61.1 | 0.544 | 5.566 | 9.559 | 2.799 | |
| Hier2023.12 | 30.1 | 42.5 | 55.2 | 6.523 | 5.012 | 8.332 | — |