3D Human Pose Estimation on TotalCapture (Unseen Cameras (2,4,6,8), Unseen Subjects (S4, S5))
29.2Error Metric W2MTF-Transformer+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 29.2 | 50.6 | 36.2 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 29.2 | 49.5 | 35.6 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.10 | 29.3 | 51.1 | 36.3 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.10 | 29.4 | 50.1 | 35.5 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 29.6 | 52.5 | 35.2 | |
| MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.10 | 29.7 | 53.3 | 35 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 37 | 61.8 | 42.9 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.10 | 37.1 | 63 | 42.4 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 37.4 | 64.7 | 44.1 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.10 | 37.6 | 66.3 | 43.9 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 38.2 | 65 | 43.6 | |
| MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.10 | 38.4 | 66.5 | 43.4 | |
| Remeli et al.Camera Parameters=With2021.10 | 39.1 | 75.7 | 43.1 | |
| FLEXCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.10 | 114.3 | 175.5 | 122.5 | |
| FLEXCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.10 | 114.8 | 177.3 | 122.3 | |
| FLEXCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.10 | 116.7 | 190.2 | 106.8 |