3D Human Pose Estimation on Hi4D
50.3MPJPEMVPose
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MVPoseSetting=Multi-view, Views=8-views2023.03 | 50.3 | — | — | — | — | — | — | — | 61.8 | 51.8 | 63.6 | 97.1 | 97.2 | 166.8 | — | — | |
| MVPoseSetting=Multi-view, Views=4-views2023.03 | 61.3 | — | — | — | — | — | — | — | 78.3 | 67 | 85.4 | 91.7 | 95.7 | 234.8 | — | — | |
| Multi-HMR 22026.06 | 61.7 | — | — | — | — | — | — | 49.1 | — | — | — | — | — | — | — | 79.5 | |
| Multi-HMR w. Anny2026.06 | 66.6 | — | — | — | — | — | — | 48.7 | — | — | — | — | — | — | — | 80 | |
| MultiPly2024.06 | 69.4 | — | — | — | — | — | — | — | 83.6 | — | — | — | — | 218.4 | 70.9 | — | |
| CLIFF2024.06 | 85.7 | — | — | — | — | — | — | — | 102.1 | — | — | — | — | 351.7 | 60.6 | — | |
| PARESetting=Monocular2023.03 | 87.6 | — | — | — | — | — | — | — | 106.5 | 95.3 | 115.9 | 91.9 | 61 | 297.7 | — | — | |
| BEVSetting=Monocular2023.03 | 92.5 | — | — | — | — | — | — | — | 113.7 | 92.6 | 113.8 | 99.9 | 74.5 | 295.8 | — | — | |
| BEV2026.06 | 92.5 | — | — | — | — | — | — | 81 | — | — | — | — | — | — | — | 136 | |
| ROMPSetting=Monocular2023.03 | 93 | — | — | — | — | — | — | — | 116.2 | 93.2 | 116.4 | 99.8 | 61.3 | 338 | — | — | |
| TRACE2024.06 | 95.6 | — | — | — | — | — | — | — | 115.7 | — | — | — | — | 249.4 | 60.3 | — | |
| EmbPose-MP2025.04 | — | 39.8 | 3.8 | 1.3 | 12.7 | 115.3 | 148.8 | 92.9 | — | — | — | — | — | — | — | — | |
| Multi-person Physics-based Pose Estimation FrameworkInput=Monocular2025.04 | — | 67.2 | 1.6 | 1.9 | 8.3 | 91.1 | 124.1 | 82.1 | — | — | — | — | — | — | — | — | |
| MultiPhys2025.04 | — | 51.1 | 2.4 | 3.5 | 9.6 | 84.8 | 118.1 | 71.2 | — | — | — | — | — | — | — | — | |
| SLAHMR2025.04 | — | 367.3 | 12.2 | 4.9 | 6.9 | 80.9 | 121.6 | 69.1 | — | — | — | — | — | — | — | — |