3D Human Pose Estimation on Human3.6M (S9)
96.9PCPVoxelKeypointFusion
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VoxelKeypointFusionTraining=none, FPS=8.72024.10 | 96.9 | 81.7 | 100 | 64.3 | 95 | 100 | 0 | 100 | |
| Faster-VoxelPose (synthetic)Training=2h, FPS=36.22024.10 | 91.3 | 75.5 | 98.8 | 88.3 | 75 | 100 | 0.2 | 99.5 | |
| VoxelPose (synthetic)Training=5h, FPS=162024.10 | 90.8 | 74.8 | 98.2 | 92 | 70.8 | 100 | 1.5 | 99.3 | |
| PartAwarePoseTraining=none, FPS=4.32024.10 | 88.9 | 81.6 | 92.6 | 64.3 | 83 | 93 | 0.4 | 96.2 | |
| PRGnetTraining=none, FPS=13.42024.10 | 82.2 | 52.3 | 97.2 | 141 | 27.5 | 100 | 1 | 99.5 | |
| TEMPOTraining=none, FPS=12.42024.10 | 82 | 68.6 | 87.5 | 85.5 | 68.5 | 88.3 | 3.3 | 92.3 | |
| mvposeTraining=none, FPS=0.32024.10 | 74.5 | 65 | 80.6 | 79.3 | 66 | 81.3 | 16.6 | 82.4 | |
| Faster-VoxelPoseTraining=none, FPS=33.92024.10 | 74.3 | 56.2 | 94.2 | 152 | 58.8 | 100 | 69.2 | 47.1 | |
| SelfPose3dTraining=none, FPS=7.62024.10 | 71.6 | 49.8 | 86 | 118 | 38.2 | 87.3 | 77.8 | 35.4 | |
| mv3dposeTraining=none, FPS=2.72024.10 | 56.1 | 48.1 | 59.5 | 99.8 | 47.3 | 61 | 0 | 75.8 | |
| VoxelPose (4 similar)FPS=10.42024.10 | 50.4 | 30.7 | 59 | 128 | 19.8 | 60.2 | 0.6 | 75 | |
| VoxelPose (5 random)FPS=10.22024.10 | 43.1 | 25.7 | 50.1 | 124 | 16 | 50.2 | 26.9 | 59.5 | |
| VoxelPoseTraining=none, FPS=10.82024.10 | 27.1 | 15.6 | 37.3 | 175 | 7 | 39.3 | 11.3 | 54.5 | |
| MvPTraining=none, FPS=9.12024.10 | 0 | 0 | 0.1 | 481 | 0 | 0.3 | 99.8 | 0.2 |