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Models/VirtualPose

VirtualPose

Reported on 11 benchmarks across 6 tasks · 1 paper

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

Computer Vision7 results

3D Human Pose EstimationonPanoptic
Average MPJPE (mm)· uses extra data· 2022-07-20
58.9
best: 135.4 (BMP)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949
3D Human Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-20
44
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949
3D Multi-Person Pose Estimation (absolute)onMuPoTS-3D
3DPCK· 2022-07-20
44
best: 50.9 (POTR-3D)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949
Pose EstimationonPanoptic
Average MPJPE (mm)· uses extra data· 2022-07-20
58.9
best: 135.4 (BMP)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949
Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-20
44
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949
3D Multi-Person Pose EstimationonPanoptic
Average MPJPE (mm)· uses extra data· 2022-07-20
58.9
best: 135.4 (BMP)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949
3D Multi-Person Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-20
44
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949

Methodology2 results

3DonPanoptic
Average MPJPE (mm)· uses extra data· 2022-07-20
58.9
best: 135.4 (BMP)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949
3DonMuPoTS-3D
3DPCK· 2022-07-20
44
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949

Audio2 results

1 Image, 2*2 StitchionPanoptic
Average MPJPE (mm)· uses extra data· 2022-07-20
58.9
best: 135.4 (BMP)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949
1 Image, 2*2 StitchionMuPoTS-3D
3DPCK· 2022-07-20
44
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data arXiv:2207.09949