3D Multi-person Pose Estimation on Panoptic (test)
99.5PCPPRGnet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PRGnetTraining=Panoptic, Depth usage=false, FPS=6.82024.10 | 99.5 | 99.1 | 99.9 | 17.1 | 99.9 | 99.9 | 2 | 99 | |
| Faster-VoxelPoseTraining=Panoptic, Depth usage=false, FPS=182024.10 | 99.4 | 98.6 | 99.9 | 20.5 | 99.7 | 99.9 | 1 | 99.5 | |
| SelfPose3dTraining=Panoptic, Depth usage=false, FPS=7.12024.10 | 99.3 | 98.7 | 99.8 | 24.9 | 99.7 | 99.9 | 8 | 95.7 | |
| VoxelPoseTraining=Panoptic, Depth usage=false, FPS=82024.10 | 98.5 | 97.9 | 98.7 | 19.3 | 98.7 | 98.7 | 1.1 | 98.8 | |
| TEMPOTraining=Panoptic, Depth usage=false, FPS=5.12024.10 | 98.1 | 97.4 | 98.5 | 16.8 | 98.4 | 98.4 | 2.4 | 98 | |
| MvPTraining=Panoptic, Depth usage=false, FPS=8.92024.10 | 97.6 | 97.2 | 98.3 | 18.7 | 98 | 98.5 | 15.8 | 90.8 | |
| VoxelKeypointFusionTraining=none, Depth usage=false, FPS=4.22024.10 | 97.1 | 94 | 99.7 | 47.8 | 97.3 | 99.9 | 2.4 | 98.7 | |
| VoxelKeypointFusionTraining=none, Depth usage=true, FPS=42024.10 | 92.6 | 90 | 96.9 | 60.1 | 85.4 | 97.8 | 0.1 | 98.9 | |
| mvposeTraining=none, Depth usage=false, FPS=0.12024.10 | 90.5 | 75.9 | 97.5 | 83.6 | 73.5 | 98.5 | 10 | 94 | |
| PartAwarePoseTraining=none, Depth usage=false, FPS=1.52024.10 | 89.8 | 79.9 | 92.1 | 60.5 | 83.1 | 93 | 1.4 | 95.8 | |
| mv3dposeTraining=none, Depth usage=false, FPS=1.32024.10 | 84.5 | 79.4 | 86.1 | 48.8 | 81.8 | 86.4 | 15.6 | 85.4 | |
| OpenPTrackTraining=none, Depth usage=true, FPS=1.82024.10 | 83 | 70.9 | 95.1 | 97.6 | 68.9 | 97.2 | 15.5 | 90.4 |