3D Multi-Person Pose Estimation on Human3.6M, Shelf, Campus, and MVOR Averaged Generalization
85.3PCPVoxelKeypointFusion
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VoxelKeypointFusionFPS=8.42024.10 | 85.3 | 73.4 | 93.8 | 82 | 77.4 | 94.2 | 27.2 | 80.5 | |
| mvposeFPS=0.42024.10 | 77.6 | 64.1 | 85.2 | 86 | 68.5 | 85.7 | 28.1 | 75.7 | |
| PartAwarePoseFPS=4.82024.10 | 73.9 | 65.8 | 79 | 97.8 | 70.4 | 79.7 | 22.8 | 73.2 | |
| Faster-VoxelPosetraining_data=synthetic, FPS=27.22024.10 | 73.5 | 58.2 | 79.7 | 90 | 60.8 | 80.2 | 14.7 | 78.4 | |
| VoxelPosetraining_data=synthetic, FPS=10.92024.10 | 73.3 | 57.4 | 86.1 | 118 | 50.8 | 88.3 | 38.5 | 69.8 | |
| Faster-VoxelPoseFPS=26.22024.10 | 72.1 | 50 | 85.3 | 118 | 47.9 | 87.2 | 48.2 | 60.9 | |
| SelfPose3dFPS=8.12024.10 | 60.3 | 44.7 | 72 | 132 | 41.3 | 73.5 | 69.6 | 39.7 | |
| mv3dposeFPS=2.52024.10 | 59.6 | 51.1 | 63.5 | 131 | 51.2 | 64.4 | 28 | 61.3 | |
| TEMPOFPS=11.42024.10 | 59.1 | 48.2 | 63 | 87.8 | 48.9 | 63.2 | 29.7 | 58 | |
| PRGnetFPS=12.12024.10 | 47.1 | 35.7 | 52.9 | 165 | 32.4 | 54 | 38 | 47.6 | |
| VoxelPoseFPS=13.92024.10 | 37.6 | 26.6 | 43.9 | 151 | 28.9 | 44.7 | 35.9 | 45.3 | |
| MvPFPS=8.92024.10 | 1.8 | 1.1 | 4.2 | 385 | 0 | 5.6 | 97.6 | 3.2 |