| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Motion | Motion-X | R TOP167.5 | 17 | |
| Motion In-between | Motion-X | FID0.009 | 15 | |
| Motion Prediction | Motion-X | FID0.009 | 15 | |
| Motion-to-Text | Motion-X | RPrecision Top388.1 | 14 | |
| Text-driven Motion Generation | Motion-X (test) | R Precision Top 10.595 | 11 | |
| 3D human motion generation | Motion-X++ (test) | FID14.47 | 7 | |
| Motion Generation | Motion-X 1.0 (test) | FID0 | 5 | |
| Text-to-Motion Generation | Motion-X (test) | TMR Matching Score0.883 | 5 | |
| Motion In-between | Motion-X | MPJPE51 | 4 | |
| Motion Prediction | Motion-X | MPJPE54.2 | 4 | |
| Motion Latent Reconstruction | Motion-X (test) | R@3 (%)77.66 | 3 | |
| Text-to-Motion | Motion-X 1.0 (test) | R-Precision (Top1)- | 0 | |
| Motion In-between | Motion-X (test) | FID- | 0 | |
| Motion Prediction | Motion-X (test) | FID- | 0 | |
| Motion-to-Text | Motion-X (test) | R@3- | 0 | |
| Text-to-Motion | Motion-X (test) | R@1 Score- | 0 |