3D Human Pose Estimation on HumanEva (test)
65.2MPJPE (mm)MRP-Net + ISO
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MRP-Net + ISOAdaptation type=Test-time Adaptation, Inference stage optimization=true2022.03 | 65.2 | 50.1 | — | — | — | — | — | — | — | |
| MRP-NetAdaptation type=General Adaptation, Inference stage optimization=false2022.03 | 66.8 | 51.9 | — | — | — | — | — | — | — | |
| Zhang et al.Adaptation type=General Adaptation, Inference stage optimization=false2022.03 | 69.2 | 53.5 | — | — | — | — | — | — | — | |
| DANNAdaptation type=General Adaptation, Inference stage optimization=false2022.03 | 76.3 | 60.8 | — | — | — | — | — | — | — | |
| DANAdaptation type=General Adaptation, Inference stage optimization=false2022.03 | 78.5 | 62.7 | — | — | — | — | — | — | — | |
| DDCAdaptation type=General Adaptation, Inference stage optimization=false2022.03 | 83.8 | 64.9 | — | — | — | — | — | — | — | |
| KTPFormerNumber of input frames (T)=432024.03 | — | — | 16.5 | 13.9 | 19.9 | 25.3 | 15.9 | 16.5 | 18 | |
| KTPFormerNumber of input frames (T)=272024.03 | — | — | 12.3 | 11.5 | 19.5 | 20.9 | 13.1 | 14.5 | 15.3 | |
| MixSTENumber of input frames (T)=432024.03 | — | — | 20.3 | 22.4 | 34.8 | 27.3 | 32.1 | 34.3 | 28.5 | |
| PoseFormerNumber of input frames (T)=432024.03 | — | — | 16.3 | 11 | 47.1 | 25 | 15.2 | 15.1 | 21.6 | |
| TCNNumber of input frames (T)=812024.03 | — | — | 13.1 | 10.1 | 39.8 | 20.7 | 13.9 | 15.6 | 18.9 |