EMDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Human Pose and Shape Estimation | EMDB Protocol 1 24 joints | PA-MPJPE45.7 | 31 | |
| Human Mesh Reconstruction | EMDB 24 joints (test) | PA-MPJPE38.2 | 30 | |
| Human Mesh Recovery | EMDB (test) | PA-MPJPE38.2 | 19 | |
| Global human motion estimation | EMDB-2 | WA-MPJPE68.9 | 18 | |
| 3D Human Pose and Shape Recovery | EMDB 1 | MPJPE88.1 | 18 | |
| Novel View Synthesis | EMDB 1.0 (test) | PSNR (Whole Images)30.99 | 17 | |
| Human global trajectory and motion reconstruction | EMDB 2 | WA-MPJPE10068.9 | 17 | |
| Human Mesh Recovery | EMDB | MPJPE71.5 | 16 | |
| 3D Human Pose and Shape Estimation | EMDB1 24 joints (test) | MPJPE66.7 | 16 | |
| Global motion and trajectory estimation | EMDB-2 | WA-MPJPE52.9 | 15 | |
| Human Mesh Recovery | EMDB-1 | PA-MPJPE44.6 | 12 | |
| 3D keypoints reconstruction | EMDB-1 24 joints (test) | PA-MPJPE35.2 | 12 | |
| 3D Human Mesh Recovery | EMDB 24 | PA-MPJPE36.2 | 12 | |
| Camera-space reconstruction | EMDB 24 (test) | PA-MPJPE41 | 11 | |
| Global human motion estimation | EMDB 2 24 | WA-MPJPE68.9 | 10 | |
| World-space reconstruction | EMDB 24 (test) | WA-MPJPE66 | 9 | |
| World-space human motion recovery | EMDB | WA-MPJPE65.1 | 8 | |
| Speech Emotion Recognition | EMDB APD V | Accuracy80.59 | 8 | |
| Speech Emotion Recognition | EMDB APD NV | Accuracy92.46 | 8 | |
| 3D Human Pose Estimation | EMDB 24 joints | PA-MPJPE46.7 | 8 | |
| Human local body pose estimation | EMDB 1 | PA-MPJPE40.1 | 7 | |
| 3D Mesh Recovery | EMDB | MPJPE71.7 | 7 | |
| 3D Reconstruction | EMDB | PA-MPJPE52.1 | 7 | |
| Global Motion Estimation | EMDB 2 | WA-MPJPE100131.1 | 7 | |
| Body-only reconstruction | EMDB 13 | PA-MPJPE40.1 | 6 |
Showing 25 of 31 rows