Human3.6M
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Human Pose Estimation | Human3.6M (test) | MPJPE (Average)1.3 | 547 | |
| 3D Human Pose Estimation | Human3.6M (Protocol #1) | MPJPE (Avg.)13.4 | 440 | |
| 3D Human Pose Estimation | Human3.6M (Protocol 2) | Average MPJPE14.3 | 315 | |
| 3D Human Pose Estimation | Human3.6M | MPJPE16.5 | 184 | |
| 3D Human Pose Estimation | Human3.6M Protocol 1 (test) | Dir. Error (Protocol 1)17.5 | 183 | |
| 3D Human Pose Estimation | Human3.6M (subjects 9 and 11) | Average Error1.2 | 180 | |
| 3D Human Mesh Recovery | Human3.6M (test) | PA-MPJPE21.04 | 145 | |
| 3D Human Pose Estimation | Human3.6M Protocol #2 (test) | Average Error17.6 | 140 | |
| 3D Human Pose and Shape Estimation | Human3.6M (test) | PA-MPJPE29.5 | 119 | |
| 3D Human Pose Estimation | Human3.6M (S9, S11) | Average Error (MPJPE Avg)15.3 | 94 | |
| Human motion prediction | Human3.6M (test) | MPJPE9.6 | 85 | |
| 3D Human Pose Estimation | Human3.6M S9 and S11 (test) | Dir. Error28.8 | 72 | |
| 3D Pose Estimation | Human3.6M | MPJPE (mm)5.8 | 66 | |
| Long-term Human Motion Prediction | Human3.6M | Average Error (MPJPE)31.04 | 58 | |
| 3D Human Pose Estimation | Human3.6M v1 (test) | Avg Performance71.9 | 58 | |
| Human Mesh Reconstruction | Human3.6M | PA-MPJPE28.5 | 50 | |
| Human Motion Prediction | Human3.6M | MAE (1000ms)0.77 | 50 | |
| Human Mesh Recovery | Human3.6M | Reconstruction Error52.6 | 47 | |
| 3D Body Mesh Recovery | Human3.6M | PA-MPJPE29.8 | 46 | |
| Human Motion Prediction | Human3.6M (short-term) | Walking MAE5.1 | 40 | |
| 3D joint position forecasting | Human3.6M | Walking Error8.1 | 40 | |
| 3D Human Pose and Mesh Recovery | Human3.6M | PA-MPJPE28.8 | 40 | |
| 3D Human Pose Estimation | Human3.6M standard (test) | Avg MPJPE Error34.4 | 37 | |
| 3D Human Pose and Shape Estimation | Human3.6M | PA-MPJPE32.7 | 36 | |
| Monocular 3D Human Pose and Mesh Recovery | Human3.6M (test) | PA-MPJPE (mm)28.8 | 36 |
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