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Models/GR-M3D

GR-M3D

Reported on 18 benchmarks across 7 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 Vision15 results

3D Multi-Person Pose Estimation (root-relative)onMuPoTS-3D
AUC· 2022-07-22
44.1
SOTA
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Human Pose EstimationonMuPoTS-3D
AUC· 2022-07-22
44.1
SOTA
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
Pose EstimationonMuPoTS-3D
AUC· 2022-07-22
44.1
SOTA
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Multi-Person Pose EstimationonMuPoTS-3D
AUC· 2022-07-22
44.1
SOTA
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Multi-Person Pose Estimation (root-relative)onMuPoTS-3D
3DPCK· 2022-07-22
84.6
best: 89.6 (TDBU_Net)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Human Pose EstimationonPanoptic
Average MPJPE (mm)· 2022-07-22
57.9
best: 135.4 (BMP)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Human Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-22
41.2
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Human Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-22
84.6
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Multi-Person Pose Estimation (absolute)onMuPoTS-3D
3DPCK· 2022-07-22
41.2
best: 50.9 (POTR-3D)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
Pose EstimationonPanoptic
Average MPJPE (mm)· 2022-07-22
57.9
best: 135.4 (BMP)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-22
41.2
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-22
84.6
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Multi-Person Pose EstimationonPanoptic
Average MPJPE (mm)· 2022-07-22
57.9
best: 135.4 (BMP)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Multi-Person Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-22
41.2
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3D Multi-Person Pose EstimationonMuPoTS-3D
3DPCK· 2022-07-22
84.6
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341

Methodology4 results

3DonMuPoTS-3D
AUC· 2022-07-22
44.1
SOTA
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3DonPanoptic
Average MPJPE (mm)· 2022-07-22
57.9
best: 135.4 (BMP)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3DonMuPoTS-3D
3DPCK· 2022-07-22
41.2
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
3DonMuPoTS-3D
3DPCK· 2022-07-22
84.6
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341

Audio4 results

1 Image, 2*2 StitchionMuPoTS-3D
AUC· 2022-07-22
44.1
SOTA
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
1 Image, 2*2 StitchionPanoptic
Average MPJPE (mm)· 2022-07-22
57.9
best: 135.4 (BMP)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
1 Image, 2*2 StitchionMuPoTS-3D
3DPCK· 2022-07-22
41.2
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341
1 Image, 2*2 StitchionMuPoTS-3D
3DPCK· 2022-07-22
84.6
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation arXiv:2207.11341