3D Pose Estimation on MuPoTS-3D 2018 (All annotated poses)
94.4TS1Root+PoseNet
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Root+PoseNetno test time augmentation=true, prior person detection=true, mode=offline2019.07 | 94.4 | 77.5 | 79 | 81.9 | 85.3 | 72.8 | 81.9 | 75.7 | 90.2 | 90.4 | 79.2 | 79.9 | 75.1 | 72.7 | 81.1 | 89.9 | 89.6 | 81.8 | 81.7 | 76.2 | 81.8 | |
| XNectstage=Stage II, no test time augmentation=true2019.07 | 89.7 | 65.4 | 67.8 | 73.3 | 77.4 | 47.8 | 67.4 | 63.1 | 78.1 | 85.1 | 75.6 | 73.1 | 65 | 59.2 | 74.1 | 84.6 | 87.8 | 73 | 78.1 | 71.2 | 72.1 | |
| LCRNet++Backbone=ResNet-50, no test time augmentation=true2019.07 | 87.3 | 61.9 | 67.9 | 74.6 | 78.8 | 48.9 | 58.3 | 59.7 | 78.1 | 89.5 | 69.2 | 73.8 | 66.2 | 56 | 74.1 | 82.1 | 78.1 | 72.6 | 73.1 | 61 | 68.9 | |
| XNectstage=Stage III, no test time augmentation=true2019.07 | 86.3 | 63.5 | 66.1 | 71.1 | 69.7 | 48.4 | 68.4 | 62.9 | 76.4 | 85.4 | 72.7 | 75.1 | 61.9 | 62.9 | 70.3 | 84.4 | 84.6 | 72.2 | 70.4 | 69.4 | 70.4 | |
| MP3Dno test time augmentation=true2019.07 | 85.1 | 67.9 | 73.5 | 76.2 | 74.9 | 52.5 | 65.7 | 63.6 | 56.3 | 77.8 | 76.4 | 70.1 | 65.3 | 51.7 | 69.5 | 87 | 82.1 | 80.3 | 78.5 | 70.7 | 71.3 | |
| Single Shot2019.07 | 81 | 59.9 | 64.4 | 62.8 | 68 | 30.3 | 65 | 59.2 | 64.1 | 83.9 | 67.2 | 68.3 | 60.6 | 56.5 | 69.9 | 79.4 | 79.6 | 66.1 | 64.3 | 63.5 | 65 | |
| LCRNetno test time augmentation=true2019.07 | 67.7 | 49.8 | 53.4 | 59.1 | 67.5 | 22.8 | 43.7 | 49.9 | 31.1 | 78.1 | 33.4 | 33.5 | 51.6 | 49.3 | 56.2 | 66.5 | 65.2 | 62.9 | 66.1 | 59.1 | 53.8 |