Text-to-motion generation on KIT-ML full dimension (test)
38.7R-Precision@1Ours-SiT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Ours-SiTFramework=Diffusion2024.11 | 38.7 | 61 | 74.9 | 0.242 | 3.374 | 1.312 | 69.2 | |
| Ours-DDPMFramework=Autoregressive2024.11 | 37.5 | 59.7 | 73.9 | 0.34 | 3.489 | 1.479 | 68.1 | |
| MoMaskFramework=VQ2024.11 | 36.9 | 58.8 | 73.1 | 0.411 | 3.577 | 1.309 | 66.9 | |
| MMMFramework=VQ2024.11 | 36.3 | 56.9 | 72.4 | 0.478 | 3.629 | 1.455 | 66 | |
| T2M-GPTFramework=VQ2024.11 | 35.9 | 55.3 | 69 | 0.593 | 3.765 | 1.798 | 65.1 | |
| ReMoDiffuseFramework=Diffusion2024.11 | 35.6 | 57.2 | 70.6 | 1.725 | 3.735 | 1.928 | 66.5 | |
| MLDFramework=Diffusion2024.11 | 35.1 | 53.6 | 65.8 | 0.492 | 3.746 | 1.803 | 64.6 | |
| MotionDiffuseFramework=Diffusion2024.11 | 34.4 | 53.6 | 65.8 | 3.845 | 4.167 | 1.774 | 62.6 | |
| MDMFramework=Diffusion2024.11 | 33.3 | 56.1 | 68.9 | 0.585 | 4.002 | 1.681 | 60.5 |