3D Human Pose Estimation on Campus
97.3PCPTEMPO
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TEMPOSupervision type=Fully Supervised2026.01 | 97.3 | — | — | — | — | — | — | — | 97.7 | 95.5 | 97.9 | |
| COMPOSESupervision type=Optimization-Based2026.01 | 97.3 | — | — | — | — | — | — | — | 99.4 | 94.3 | 98.1 | |
| TEMPOSupervision Type=Fully Supervised2026.06 | 97.3 | — | — | — | — | — | — | — | 97.7 | 95.5 | 97.9 | |
| COMPOSESupervision Type=Optimization-Based2026.06 | 97.3 | — | — | — | — | — | — | — | 99.4 | 94.3 | 98.1 | |
| VoxelPoseSupervision=Fully-supervised (FS)2024.04 | 96.7 | — | — | — | — | — | — | — | 97.6 | 93.8 | 98.8 | |
| VoxelPoseSupervision type=Fully Supervised2026.01 | 96.7 | — | — | — | — | — | — | — | 97.6 | 93.8 | 98.8 | |
| VoxelPoseSupervision Type=Fully Supervised2026.06 | 96.7 | — | — | — | — | — | — | — | 97.6 | 93.8 | 98.8 | |
| MvPSupervision=Fully-supervised (FS)2024.04 | 96.6 | — | — | — | — | — | — | — | 98.2 | 94.1 | 97.4 | |
| MvPSupervision type=Fully Supervised2026.01 | 96.6 | — | — | — | — | — | — | — | 98.2 | 94.1 | 97.4 | |
| MvPSupervision Type=Fully Supervised2026.06 | 96.6 | — | — | — | — | — | — | — | 98.2 | 94.1 | 97.4 | |
| MvPoseSupervision=Optimization-based (OB)2024.04 | 96.3 | — | — | — | — | — | — | — | 97.6 | 93.3 | 98 | |
| MvPoseSupervision type=Optimization-Based2026.01 | 96.3 | — | — | — | — | — | — | — | 97.6 | 93.3 | 98 | |
| MvPoseSupervision Type=Optimization-Based2026.06 | 96.3 | — | — | — | — | — | — | — | 97.6 | 93.3 | 98 | |
| Faster VoxelPoseSupervision type=Fully Supervised2026.01 | 96.2 | — | — | — | — | — | — | — | 96.5 | 94.1 | 97.9 | |
| Faster Voxel.Supervision Type=Fully Supervised2026.06 | 96.2 | — | — | — | — | — | — | — | 96.5 | 94.1 | 97.9 | |
| MvPoseSupervision type=Optimization-Based, 2D keypoint detector=same as COMPOSE2026.01 | 95.8 | — | — | — | — | — | — | — | 98.4 | 93.4 | 95.7 | |
| DisPOSESupervision Type=Self-Supervised2026.06 | 95.6 | — | — | — | — | — | — | — | 98.8 | 93.7 | 94.3 | |
| RapidPoseTriangulationFPS=1422025.03 | 95.2 | 79.9 | 100 | 75.2 | 93.9 | 100 | 15.9 | 91.4 | — | — | — | |
| PartAwarePoseFPS=5.82025.03 | 93.2 | 78.4 | 98.9 | 74.7 | 93.9 | 98.9 | 22.7 | 86.8 | — | — | — | |
| PartAwarePoseTraining=none, FPS=5.8, synthetic=false2024.10 | 93.2 | 78.4 | 98.9 | 74.7 | 93.9 | 98.9 | 22.7 | 86.8 | — | — | — | |
| DSPSupervision Type=Self-Supervised, Temporal Frames=812026.06 | 92.8 | — | — | — | — | — | — | — | 94.9 | 91 | 92.4 | |
| mvposeFPS=0.52025.03 | 91.3 | 70.2 | 99.9 | 80.4 | 82.7 | 100 | 25.4 | 85.5 | — | — | — | |
| mvposeTraining=none, FPS=0.5, synthetic=false2024.10 | 91.3 | 70.2 | 99.9 | 80.4 | 82.7 | 100 | 25.4 | 85.5 | — | — | — | |
| VoxelKeypointFusionFPS=7.82025.03 | 91.1 | 74.6 | 99.9 | 84.4 | 80.3 | 100 | 35.5 | 78.4 | — | — | — | |
| VoxelKeypointFusionTraining=none, FPS=7.8, synthetic=false2024.10 | 91.1 | 74.6 | 99.9 | 84.4 | 80.3 | 100 | 35.5 | 78.4 | — | — | — | |
| VoxelPoseSupervision=Fully-supervised (FS), Reproduced=true2024.04 | 90.9 | — | — | — | — | — | — | — | 93.1 | 86.5 | 93.2 | |
| Ershadi et al.Supervision=Fully-supervised (FS)2024.04 | 90.6 | — | — | — | — | — | — | — | 94.2 | 92.9 | 84.6 | |
| Ershadi et al.Supervision type=Fully Supervised2026.01 | 90.6 | — | — | — | — | — | — | — | 94.2 | 92.9 | 84.6 | |
| Ershadi-Nasab et al.Supervision Type=Fully Supervised2026.06 | 90.6 | — | — | — | — | — | — | — | 94.2 | 92.9 | 84.6 | |
| SelfPose3dSupervision=Self-supervised (SS)2024.04 | 87.9 | — | — | — | — | — | — | — | 92.5 | 82.2 | 89.2 | |
| SelfPose3dSupervision type=Self-Supervised2026.01 | 87.9 | — | — | — | — | — | — | — | 92.5 | 82.2 | 89.2 | |
| SelfPose3dSupervision Type=Self-Supervised2026.06 | 87.9 | — | — | — | — | — | — | — | 92.5 | 82.2 | 89.2 | |
| 3DPSSupervision=Optimization-based (OB)2024.04 | 84.5 | — | — | — | — | — | — | — | 93.5 | 75.7 | 84.4 | |
| 3DPSSupervision type=Optimization-Based2026.01 | 84.5 | — | — | — | — | — | — | — | 93.5 | 75.7 | 84.4 | |
| 3DPSSupervision Type=Optimization-Based2026.06 | 84.5 | — | — | — | — | — | — | — | 93.5 | 75.7 | 84.4 | |
| mv3dposeFPS=2.82025.03 | 84.1 | 64.4 | 93.4 | 135 | 62.5 | 94.9 | 10.1 | 92.4 | — | — | — | |
| mv3dposeTraining=none, FPS=2.8, synthetic=false2024.10 | 84.1 | 64.4 | 93.4 | 135 | 62.5 | 94.9 | 10.1 | 92.4 | — | — | — | |
| MvPTraining=2h, FPS=8.9, synthetic=true2024.10 | 79.3 | 64 | 89.3 | 113 | 63.6 | 92 | 80.3 | 32.4 | — | — | — | |
| Faster-VoxelPoseTraining=none, FPS=23.9, synthetic=false2024.10 | 71.7 | 24.3 | 92 | 142 | 4.3 | 92.6 | 48.3 | 66.3 | — | — | — | |
| VoxelPoseTraining=6h, FPS=12.9, synthetic=true2024.10 | 68.5 | 40.8 | 80.7 | 111 | 26.1 | 80.9 | 27.6 | 76.4 | — | — | — | |
| Faster-VoxelPose (synthetic)FPS=25.32025.03 | 65.9 | 41.3 | 74.4 | 104 | 39.6 | 74.7 | 2.1 | 84.8 | — | — | — | |
| Faster-VoxelPoseTraining=2h, FPS=25.3, synthetic=true2024.10 | 65.9 | 41.3 | 74.4 | 104 | 39.6 | 74.7 | 2.1 | 84.8 | — | — | — | |
| TEMPOTraining=none, FPS=7.3, synthetic=false2024.10 | 47.7 | 29.8 | 54.4 | 106 | 22.6 | 54.5 | 51.5 | 51.3 | — | — | — | |
| SelfPose3dTraining=none, FPS=6.8, synthetic=false2024.10 | 24.7 | 6.7 | 36.9 | 207 | 0 | 39.1 | 88.2 | 18.2 | — | — | — | |
| VoxelPoseTraining=none, FPS=17.9, synthetic=false2024.10 | 4.7 | 1.2 | 10.7 | 248 | 0 | 11.2 | 58.8 | 17.6 | — | — | — | |
| MvPTraining=none, FPS=8.9, synthetic=false2024.10 | 2.4 | 1.2 | 5.7 | 301 | 0 | 6.9 | 95.3 | 5.6 | — | — | — | |
| PRGnetTraining=none, FPS=16.8, synthetic=false2024.10 | 2.4 | 0.3 | 8.2 | 333 | 0 | 9.6 | 53.2 | 15.9 | — | — | — |