Human Motion Prediction on AMASS (cross-dataset)
0.48ADESkeletonDiffusion
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SkeletonDiffusionType=DM2025.01 | 0.48 | 0.545 | 6.124 | 0.561 | 0.58 | 2.067 | 9.456 | 11.417 | 3.15 | 0.2 | 4.45 | 0.26 | |
| CoMusionType=DM2025.01 | 0.494 | 0.547 | 6.715 | 0.469 | 0.466 | 2.328 | 10.848 | 9.636 | 4.04 | 0.25 | 5.63 | 0.32 | |
| HumanMACType=DM2025.01 | 0.511 | 0.554 | — | 0.593 | 0.591 | — | 9.321 | — | — | — | — | — | |
| BeLFusionType=DM2025.01 | 0.513 | 0.56 | 7.125 | 0.569 | 0.585 | 1.977 | 9.376 | 16.995 | 7.19 | 0.34 | 9.03 | 0.34 | |
| GSPSType=VAE2025.01 | 0.563 | 0.613 | 9.045 | 0.609 | 0.633 | 4.678 | 12.465 | 18.404 | 6.65 | 0.29 | 8.98 | 0.37 | |
| DivSampType=VAE2025.01 | 0.564 | 0.647 | 8.027 | 0.623 | 0.667 | 15.837 | 24.724 | 50.239 | 11.17 | 0.82 | 16.71 | 1 | |
| DLowType=VAE2025.01 | 0.59 | 0.612 | 8.51 | 0.618 | 0.617 | 4.243 | 13.17 | 15.185 | 8.41 | 0.4 | 11.06 | 0.58 | |
| TPKType=Alg2025.01 | 0.656 | 0.675 | 10.191 | 0.658 | 0.674 | 2.265 | 9.283 | 17.127 | 7.34 | 0.34 | 9.69 | 0.48 | |
| Zero-VelocityType=Alg2025.01 | 0.755 | 0.992 | 7.779 | 0.814 | 1.015 | 9.292 | 0 | 39.262 | 0 | 0 | 0 | 0 |