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Models/Temporal Smoothing

Temporal Smoothing

Reported on 12 benchmarks across 6 tasks · 1 paper · 6 SOTA

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

Computer Vision11 results

3D Multi-Person Pose Estimation (root-relative)onMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.6 (TDBU_Net)
SOTA
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3D Human Pose EstimationonMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
SOTA
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
Pose EstimationonMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
SOTA
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3D Multi-Person Pose EstimationonMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
SOTA
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3D Multi-Person Pose Estimation (root-relative)onMuPoTS-3D
MPJPE· 2020-10-31
103
best: 146 (LCR-Net)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3D Human Pose EstimationonMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3D Human Pose EstimationonMuPoTS-3D
MPJPE· 2020-10-31
103
best: 292 (Depth Prediction Network)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
Pose EstimationonMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
Pose EstimationonMuPoTS-3D
MPJPE· 2020-10-31
103
best: 292 (Depth Prediction Network)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3D Multi-Person Pose EstimationonMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3D Multi-Person Pose EstimationonMuPoTS-3D
MPJPE· 2020-10-31
103
best: 292 (Depth Prediction Network)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250

Methodology3 results

3DonMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
SOTA
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3DonMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
3DonMuPoTS-3D
MPJPE· 2020-10-31
103
best: 292 (Depth Prediction Network)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250

Audio3 results

1 Image, 2*2 StitchionMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
SOTA
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
1 Image, 2*2 StitchionMuPoTS-3D
3DPCK· 2020-10-31
85.3
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250
1 Image, 2*2 StitchionMuPoTS-3D
MPJPE· 2020-10-31
103
best: 292 (Depth Prediction Network)
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People arXiv:2011.00250