3D Human Pose Estimation on TotalCapture (Seen Cameras (1,3,5,7), Unseen Subjects (S4, S5))
25.8W2 ErrorMTF-Transformer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 25.8 | 51.6 | 32.7 | 24.6 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.10 | 26 | 53.4 | 32.9 | 25.9 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 26.6 | 52.4 | 33.3 | 24.9 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 26.7 | 53.1 | 33.8 | 24.7 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.10 | 26.9 | 54.2 | 33.5 | 26.1 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.10 | 26.9 | 54.7 | 33.8 | 25.7 | |
| Remeli et al.Camera Parameters=With2021.10 | 27 | 65 | 34.2 | 27.5 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 27 | 48.5 | 33.3 | 25.4 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.10 | 27.2 | 49.1 | 33.4 | 26 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.10 | 27.4 | 50.2 | 33.7 | 26 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 27.4 | 49.3 | 33.7 | 25.4 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 27.4 | 49.4 | 34.1 | 25.1 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.10 | 27.5 | 50.2 | 34.1 | 25.7 | |
| Qiu et al.Camera Parameters=With2021.10 | 32 | 54 | 33 | 29 | |
| FLEXCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 38.3 | 123.8 | 59.5 | 49.4 | |
| FLEXCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 39.3 | 128.3 | 59.4 | 48.2 | |
| FLEXCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 40 | 131.2 | 57.7 | 50.2 |