FreiHAND
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Hand Reconstruction | FreiHAND (test) | F@15mm99.2 | 148 | |
| Absolute 3D hand pose estimation | FreiHAND (test) | CS-MJE39.3 | 30 | |
| Hand-pose estimation | FreiHAND | J-PE13.53 | 24 | |
| 3D Hand Pose Estimation | FreiHAND | PA-MPJPE (mm)6.04 | 24 | |
| 3D Hand Reconstruction | FreiHAND | PA MPVPE0.73 | 20 | |
| 3D Hand Pose Estimation | FreiHAND (test) | PA-MPJPE0.65 | 14 | |
| Hand-only Mesh Recovery | FreiHAND | PA-PVE6.2 | 12 | |
| Hand Reconstruction | FreiHAND 8 (test) | PA-PVE6.7 | 11 | |
| Hand Pose Estimation | FreiHand (test) | PA-MPVPE5.1 | 7 | |
| Camera-space hand mesh recovery | FreiHAND (test) | CS-MPJPE48.8 | 7 | |
| 3D Hand Reconstruction | FreiHAND (online server) | PA-MPVPE6.3 | 6 | |
| Hand Pose Estimation | FreiHAND (random data split 80/10/10) | EPE1.59 | 5 | |
| 3D Hand Pose Estimation | FreiHAND (FH) (test) | Aligned Mean Error8.78 | 5 | |
| Hand Pose Estimation | FreiHAND final (test) | PCK@0.291.08 | 4 | |
| 2D hand pose estimation | FreiHand 69 (test) | PCK0.992 | 4 | |
| Finger-level Mesh Alignment | FreiHAND (val) | mIoU77.33 | 3 | |
| Hand-level Mesh Alignment | FreiHAND (val) | mIoU92.95 | 3 | |
| Monocular 3D hand mesh recovery | FreiHAND 50 (test) | PA-MPJPE6.5 | 2 | |
| Hand Reconstruction | FreiHAND | PA-MPJPE (mm)11 | 2 |
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