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Models/HR-Net+VPose+PoseAug

HR-Net+VPose+PoseAug

Reported on 12 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
MPJPE· 2021-05-06
73.2
best: 124.7 (VNect (Augm.))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2021-05-06
50.2
best: 131.7 (Rhodin et al.)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2021-05-06
50.2
best: 131.7 (Rhodin et al.)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3D Human Pose EstimationonHuman3.6M
PA-MPJPE· 2021-05-06
39.1
best: 80.7 (SMPLify (dense))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-05-06
73.2
best: 124.7 (VNect (Augm.))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2021-05-06
50.2
best: 131.7 (Rhodin et al.)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2021-05-06
50.2
best: 131.7 (Rhodin et al.)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
Pose EstimationonHuman3.6M
PA-MPJPE· 2021-05-06
39.1
best: 80.7 (SMPLify (dense))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465

Methodology4 results

3DonMPI-INF-3DHP
MPJPE· 2021-05-06
73.2
best: 124.7 (VNect (Augm.))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3DonHuman3.6M
Average MPJPE (mm)· 2021-05-06
50.2
best: 131.7 (Rhodin et al.)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3DonHuman3.6M
Average MPJPE (mm)· 2021-05-06
50.2
best: 131.7 (Rhodin et al.)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3DonHuman3.6M
PA-MPJPE· 2021-05-06
39.1
best: 89.4 (Kinematic-Structure-Preserved Representation)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465

Audio4 results

1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2021-05-06
73.2
best: 124.7 (VNect (Augm.))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2021-05-06
50.2
best: 131.7 (Rhodin et al.)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2021-05-06
50.2
best: 131.7 (Rhodin et al.)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
1 Image, 2*2 StitchionHuman3.6M
PA-MPJPE· 2021-05-06
39.1
best: 80.7 (SMPLify (dense))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465