Video-based Human Pose Estimation on PoseTrack 2021 (val)
83.8Mean AccuracyTDMI-ST
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TDMI-STspatiotemporal_feature=true2023.03 | 83.8 | 86.8 | 87.4 | 85.1 | 81.4 | 83.8 | 82.7 | 78 | |
| TDMI2023.03 | 83.5 | 85.8 | 87.5 | 85.1 | 81.2 | 83.5 | 82.4 | 77.9 | |
| DSTABkbone=ViT-H, Method Type=regression-based2024.03 | 83.5 | 87.5 | 87 | 84.2 | 81.4 | 82.3 | 82.5 | 77.7 | |
| DSTABkbone=HRNet-W48, Method Type=regression-based2024.03 | 82 | 87.5 | 86.6 | 83.3 | 78.7 | 82.7 | 78.3 | 73.9 | |
| FAMI-Pose2023.03 | 81.2 | 83.3 | 85.4 | 82.9 | 78.6 | 81.3 | 80.5 | 75.3 | |
| FAMIPoseBkbone=HRNet-W48, Method Type=heatmap-based2024.03 | 81.2 | 83.3 | 85.4 | 82.9 | 78.6 | 81.3 | 80.5 | 75.3 | |
| DCPoseBkbone=HRNet-W48, Method Type=heatmap-based2024.03 | 80.7 | 83.7 | 84.4 | 82.6 | 78.7 | 80.1 | 79.8 | 74.4 | |
| DCPose2023.03 | 80.5 | 83.2 | 84.7 | 82.3 | 78.1 | 80.3 | 79.2 | 73.5 | |
| DSTABkbone=ResNet-152, Method Type=regression-based2024.03 | 79.6 | 86.1 | 85.5 | 80 | 74.6 | 80.5 | 76.9 | 70.2 | |
| PoseWarp.Bkbone=HRNet-W48, Method Type=heatmap-based2024.03 | 79.5 | 82.3 | 84 | 82.2 | 75.5 | 80.7 | 78.7 | 71.6 | |
| HRNetBkbone=HRNet-W48, Method Type=heatmap-based2024.03 | 78.8 | 81.5 | 83.2 | 81.1 | 75.4 | 79.2 | 77.8 | 71.9 | |
| SimBaseBkbone=ResNet-152, Method Type=heatmap-based2024.03 | 73.9 | 80.5 | 81.2 | 73.2 | 64.8 | 73.9 | 72.7 | 67.7 | |
| Tracktor++variant=w. corr.2023.03 | 73.6 | — | — | — | — | — | — | — | |
| CorrTrackvariant=w. ReID2023.03 | 72.7 | — | — | — | — | — | — | — | |
| CorrTrack2023.03 | 72.3 | — | — | — | — | — | — | — | |
| Tracktor++variant=w. poses2023.03 | 71.4 | — | — | — | — | — | — | — |