3D Human Pose Estimation on TotalCapture (Unseen Cameras (2,4,6,8), Seen Subjects (S1, S2))
13.9W2MTF-Transformer+
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 13.9 | 29.2 | 18.1 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.10 | 14.5 | 30 | 18.8 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 15.2 | 30.7 | 18.9 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 15.6 | 30.5 | 19.4 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.10 | 15.6 | 31.3 | 19.7 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.10 | 16.2 | 31.4 | 20.2 | |
| Remeli et al.Camera Parameters=With2021.10 | 22.4 | 47.1 | 27.8 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 23.7 | 40.3 | 27.4 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.10 | 24.2 | 41.4 | 28.1 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 25.7 | 43.4 | 29.4 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 25.8 | 44 | 29.2 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.10 | 26.3 | 44.7 | 30.2 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.10 | 26.3 | 45.3 | 29.9 | |
| FLEXCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 106.4 | 141.7 | 103.7 | |
| FLEXCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 107.3 | 149.6 | 103.1 | |
| FLEXCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 109.3 | 152.1 | 105.3 |