H36M
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Absolute 3D Human Pose Estimation (MRPE) | H36M (test) | MRPE (Directing)45.4 | 30 | |
| 3D Human Pose Estimation | H36M (S9 and S11) | PA-MPJPE (P2)27.2 | 24 | |
| 3D Human Pose Estimation | H36M | MPJPE49.3 | 16 | |
| Human Mesh Recovery | H36M Protocol #2 S9, S11 (test) | Reconstruction Error (RE)41.6 | 15 | |
| 3D Human Pose Estimation | H36M (all subjects) | MPJPE49.6 | 13 | |
| Human Mesh Recovery | Ambiguous H36M (test) | MPJPE90 | 12 | |
| 3D Pose Estimation | H36M 14-joint skeleton (test) | MPJPE39.3 | 6 | |
| Novel View Synthesis | H36M 500x500 (s1p) | PSNR23.98 | 5 | |
| Novel View Synthesis | H36M 500x500 (s11p) | PSNR25.82 | 5 | |
| Novel View Synthesis | H36M 500x500 (s9p) | PSNR26.19 | 5 | |
| 3D Human Reconstruction | H36M (test) | MPJPE62.2 | 3 | |
| Novel Pose Synthesis | H36M 500x500 | PSNR25.54 | 3 | |
| Motion Imitation | H36M (train) | Interaction Error0 | 3 |
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