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Models/VPose+PoseAug

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 Vision6 results

3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2021-05-06
57.3
best: 87.7 (TCPFormer (T=81))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-05-06
73
best: 124.7 (VNect (Augm.))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2021-05-06
88.6
best: 99.37 (LMT R152 384x384)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
Pose EstimationonMPI-INF-3DHP
AUC· 2021-05-06
57.3
best: 87.7 (TCPFormer (T=81))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-05-06
73
best: 124.7 (VNect (Augm.))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
Pose EstimationonMPI-INF-3DHP
PCK· 2021-05-06
88.6
best: 99.37 (LMT R152 384x384)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465

Methodology3 results

3DonMPI-INF-3DHP
AUC· 2021-05-06
57.3
best: 87.7 (TCPFormer (T=81))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3DonMPI-INF-3DHP
MPJPE· 2021-05-06
73
best: 124.7 (VNect (Augm.))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
3DonMPI-INF-3DHP
PCK· 2021-05-06
88.6
best: 99.37 (LMT R152 384x384)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465

Audio3 results

1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2021-05-06
57.3
best: 87.7 (TCPFormer (T=81))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2021-05-06
73
best: 124.7 (VNect (Augm.))
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2021-05-06
88.6
best: 99.37 (LMT R152 384x384)
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation arXiv:2105.02465