3D Human Pose Estimation on TotalCapture (Seen Cameras (1,3,5,7), Seen Subjects (S1, S2, S3))
9.3W2MTF-Transformer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 9.3 | 26.5 | 14.5 | 24.7 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 9.7 | 27.8 | 14.9 | 24.9 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 9.8 | 27.8 | 14.9 | 24.6 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.10 | 10.5 | 28.4 | 15.6 | 25.7 | |
| Remeli et al.Camera Parameters=With2021.10 | 10.6 | 30.4 | 16.3 | 27.5 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 10.7 | 26.5 | 16.7 | 25.1 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.10 | 10.9 | 29.8 | 16.2 | 26.1 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.10 | 11.1 | 30 | 16.3 | 25.9 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 11.2 | 27.5 | 17.3 | 25.4 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.10 | 11.4 | 27.5 | 17.3 | 25.7 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 11.5 | 27.4 | 17.8 | 25.4 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.10 | 11.8 | 28.3 | 18 | 26 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.10 | 12.3 | 28.3 | 18.5 | 26 | |
| Qiu et al.Camera Parameters=With2021.10 | 19 | 28 | 21 | 29 | |
| FLEXCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 33.2 | 81 | 34.2 | 49.4 | |
| FLEXCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 34.5 | 78.3 | 36.4 | 48.2 | |
| FLEXCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 38.3 | 80.8 | 39.7 | 50.2 |