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3D Human Pose Estimation on TotalCapture (Seen Cameras (1,3,5,7), Unseen Subjects (S4, S5))

25.8W2 ErrorMTF-Transformer
25.23229.06632.936.734Oct 11, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.1025.851.632.724.6
MTF-TransformerCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.102653.432.925.9
MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.1026.652.433.324.9
MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.1026.753.133.824.7
MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.1026.954.233.526.1
MTF-TransformerCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.1026.954.733.825.7
Remeli et al.Camera Parameters=With2021.10276534.227.5
MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.102748.533.325.4
MTF-Transformer+Camera Parameters=With, 2D Detector=HRNet-W32(D1), Sequence Length (T)=12021.1027.249.133.426
MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=12021.1027.450.233.726
MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.1027.449.333.725.4
MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.1027.449.434.125.1
MTF-Transformer+Camera Parameters=With, 2D Detector=ResNet101(D3), Sequence Length (T)=12021.1027.550.234.125.7
Qiu et al.Camera Parameters=With2021.1032543329
FLEXCamera Parameters=Without, 2D Detector=ResNet101(D3), Sequence Length (T)=272021.1038.3123.859.549.4
FLEXCamera Parameters=Without, 2D Detector=ResNet50(D2), Sequence Length (T)=272021.1039.3128.359.448.2
FLEXCamera Parameters=Without, 2D Detector=HRNet-W32(D1), Sequence Length (T)=272021.1040131.257.750.2