MuPoTS-3D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-person 3D Pose Estimation | MuPoTS-3D (test) | 3DPCK89.6 | 41 | |
| 3D Multi-Person Pose Estimation | MuPoTS-3D All people | PCK (Absolute)44.2 | 24 | |
| 3D Pose Estimation | MuPoTS-3D Matched (test) | Total Average Score91.7 | 23 | |
| 3D Multi-Person Pose Estimation | MuPoTS-3D Matched people | PCKrel87.3 | 22 | |
| 3D Multi-person Pose Estimation | MuPoTS-3D | 3D PCK Score89.6 | 21 | |
| 3D Human Pose Estimation | MuPoTS-3D all groundtruths (test) | Avg Score89.9 | 9 | |
| Multi-person 3D motion prediction | MuPoTS-3D (2~3 persons) | MPJPE (1s)0.89 | 8 | |
| Multi-person tracking | MuPoTS-3D (test) | ID Switches0 | 7 | |
| Root-relative 3D pose estimation | MuPoTS-3D (test) | S1 Score94.4 | 7 | |
| 3D Pose Estimation | MuPoTS-3D 2018 (All annotated poses) | TS194.4 | 7 | |
| Multi-person 3D human mesh recovery | MuPOTS-3D | 3DPCK (All)76.27 | 6 | |
| Multi-person Pose Forecasting | MuPoTS-3D 2-3 persons | MPJPE (0.2s)66 | 5 | |
| 3D Multi-Person Pose Estimation | MuPoTS-3D occlusion | PCK (Rel)84.2 | 5 | |
| Motion Naturalness Assessment | MuPoTS-3D | Average Score3.85 | 5 | |
| Human 3D Mesh Recovery | MuPoTS-3D 31 (test) | PA-MPJPE79.9 | 5 | |
| Multi-person 3D Human Pose Estimation | MuPoTS-3D detected poses only Setting 1 (test) | TS188.4 | 5 | |
| Multi-person 3D Human Pose Estimation | MuPoTS-3D all annotated poses Setting 1 (test) | TS1 Score88.4 | 5 | |
| Multi-person motion prediction | MuPOTS-3D 2-3 persons (test) | JPE (0.2s)66 | 4 | |
| Multi-person motion prediction | MuPoTS-3D | RMSE (1s)0.66 | 4 | |
| 3D Human Pose Estimation | MuPoTS-3D unnormalized skeletons | R-MPJPE108 | 4 | |
| Root Joint Localization | MuPoTS-3D (test) | AP @ 25mm39.4 | 2 |
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