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Models/PONet

PONet

Reported on 16 benchmarks across 4 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision8 results

3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2021-12-21
40.6
best: 87.7 (TCPFormer (T=81))
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-12-21
115
best: 124.7 (VNect (Augm.))
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2021-12-21
76.1
best: 99.37 (LMT R152 384x384)
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
3D Human Pose Estimationon3DPW
PA-MPJPE· 2021-12-21
76.2
best: 157 (Simple-baseline)
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
Pose EstimationonMPI-INF-3DHP
AUC· 2021-12-21
40.6
best: 87.7 (TCPFormer (T=81))
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-12-21
115
best: 124.7 (VNect (Augm.))
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
Pose EstimationonMPI-INF-3DHP
PCK· 2021-12-21
76.1
best: 99.37 (LMT R152 384x384)
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
Pose Estimationon3DPW
PA-MPJPE· 2021-12-21
76.2
best: 157 (Simple-baseline)
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153

Methodology4 results

3DonMPI-INF-3DHP
AUC· 2021-12-21
40.6
best: 87.7 (TCPFormer (T=81))
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
3DonMPI-INF-3DHP
MPJPE· 2021-12-21
115
best: 124.7 (VNect (Augm.))
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
3DonMPI-INF-3DHP
PCK· 2021-12-21
76.1
best: 99.37 (LMT R152 384x384)
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
3Don3DPW
PA-MPJPE· 2021-12-21
76.2
best: 157 (Simple-baseline)
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153

Audio4 results

1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2021-12-21
40.6
best: 87.7 (TCPFormer (T=81))
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2021-12-21
115
best: 124.7 (VNect (Augm.))
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2021-12-21
76.1
best: 99.37 (LMT R152 384x384)
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153
1 Image, 2*2 Stitchion3DPW
PA-MPJPE· 2021-12-21
76.2
best: 157 (Simple-baseline)
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only arXiv:2112.11153