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Models/HMOR

HMOR

Reported on 12 benchmarks across 7 tasks · 1 paper · 2 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 (absolute)onMuPoTS-3D
3DPCK· 2020-08-01
43.8
best: 50.9 (POTR-3D)
SOTA
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3D Multi-Person Pose EstimationonPanoptic
Average MPJPE (mm)· uses extra data· 2020-08-01
51.6
best: 135.4 (BMP)
SOTA
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3D Multi-Person Pose Estimation (root-relative)onMuPoTS-3D
3DPCK· 2020-08-01
82
best: 89.6 (TDBU_Net)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3D Human Pose EstimationonPanoptic
Average MPJPE (mm)· uses extra data· 2020-08-01
51.6
best: 135.4 (BMP)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3D Human Pose EstimationonMuPoTS-3D
3DPCK· 2020-08-01
43.8
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3D Human Pose EstimationonMuPoTS-3D
3DPCK· 2020-08-01
82
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
Pose EstimationonPanoptic
Average MPJPE (mm)· uses extra data· 2020-08-01
51.6
best: 135.4 (BMP)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
Pose EstimationonMuPoTS-3D
3DPCK· 2020-08-01
43.8
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
Pose EstimationonMuPoTS-3D
3DPCK· 2020-08-01
82
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3D Multi-Person Pose EstimationonMuPoTS-3D
3DPCK· 2020-08-01
43.8
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3D Multi-Person Pose EstimationonMuPoTS-3D
3DPCK· 2020-08-01
82
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206

Methodology3 results

3DonPanoptic
Average MPJPE (mm)· uses extra data· 2020-08-01
51.6
best: 135.4 (BMP)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3DonMuPoTS-3D
3DPCK· 2020-08-01
43.8
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
3DonMuPoTS-3D
3DPCK· 2020-08-01
82
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206

Audio3 results

1 Image, 2*2 StitchionPanoptic
Average MPJPE (mm)· uses extra data· 2020-08-01
51.6
best: 135.4 (BMP)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
1 Image, 2*2 StitchionMuPoTS-3D
3DPCK· 2020-08-01
43.8
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206
1 Image, 2*2 StitchionMuPoTS-3D
3DPCK· 2020-08-01
82
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation arXiv:2008.00206