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Models/Multi-HMR

Multi-HMR

Reported on 43 benchmarks across 7 tasks · 1 paper

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

Computer Vision25 results

ReconstructiononEHF
MPVPE· uses extra data· 2024-02-22
44.2
best: 70.8 (OSX)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
ReconstructiononEHF
PA V2V (mm), face· uses extra data· 2024-02-22
5.5
best: 6 (OSX)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
ReconstructiononEHF
PA V2V (mm), whole body· uses extra data· 2024-02-22
32.7
best: 48.7 (OSX)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonUBody
PA-PVE-All· 2024-02-22
23.6
best: 44.8 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonUBody
PA-PVE-Face· 2024-02-22
1.8
best: 2.8 (SMPLer-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonUBody
PA-PVE-Hands· 2024-02-22
7
best: 10.3 (SMPLer-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonUBody
PVE-All· 2024-02-22
56.4
best: 104.1 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonUBody
PVE-Face· 2024-02-22
19.3
best: 27 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonUBody
PVE-Hands· 2024-02-22
24.9
best: 45.7 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonMuPoTS-3D
3DPCK· uses extra data· 2024-02-22
89.5
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonAGORA
FB-MVE· uses extra data· 2024-02-22
95.9
best: 236.5 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Human Pose EstimationonAGORA
FB-NMVE· uses extra data· 2024-02-22
102
best: 333.1 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonUBody
PA-PVE-All· 2024-02-22
23.6
best: 44.8 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonUBody
PA-PVE-Face· 2024-02-22
1.8
best: 2.8 (SMPLer-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonUBody
PA-PVE-Hands· 2024-02-22
7
best: 10.3 (SMPLer-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonUBody
PVE-All· 2024-02-22
56.4
best: 104.1 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonUBody
PVE-Face· 2024-02-22
19.3
best: 27 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonUBody
PVE-Hands· 2024-02-22
24.9
best: 45.7 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonMuPoTS-3D
3DPCK· uses extra data· 2024-02-22
89.5
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonAGORA
FB-MVE· uses extra data· 2024-02-22
95.9
best: 236.5 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Pose EstimationonAGORA
FB-NMVE· uses extra data· 2024-02-22
102
best: 333.1 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Multi-Person Pose EstimationonMuPoTS-3D
3DPCK· uses extra data· 2024-02-22
89.5
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Multi-Person Pose EstimationonAGORA
FB-MVE· uses extra data· 2024-02-22
95.9
best: 236.5 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3D Multi-Person Pose EstimationonAGORA
FB-NMVE· uses extra data· 2024-02-22
102
best: 333.1 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
Human Mesh RecoveryonBEDLAM
PVE-All· 2024-02-22
76.8
best: 94.6 (BEDLAM-CLIFF)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654

Methodology9 results

3DonUBody
PA-PVE-All· 2024-02-22
23.6
best: 44.8 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3DonUBody
PA-PVE-Face· 2024-02-22
1.8
best: 2.8 (SMPLer-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3DonUBody
PA-PVE-Hands· 2024-02-22
7
best: 10.3 (SMPLer-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3DonUBody
PVE-All· 2024-02-22
56.4
best: 104.1 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3DonUBody
PVE-Face· 2024-02-22
19.3
best: 27 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3DonUBody
PVE-Hands· 2024-02-22
24.9
best: 45.7 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3DonMuPoTS-3D
3DPCK· uses extra data· 2024-02-22
89.5
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3DonAGORA
FB-MVE· uses extra data· 2024-02-22
95.9
best: 236.5 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
3DonAGORA
FB-NMVE· uses extra data· 2024-02-22
102
best: 333.1 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654

Audio9 results

1 Image, 2*2 StitchionUBody
PA-PVE-All· 2024-02-22
23.6
best: 44.8 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
1 Image, 2*2 StitchionUBody
PA-PVE-Face· 2024-02-22
1.8
best: 2.8 (SMPLer-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
1 Image, 2*2 StitchionUBody
PA-PVE-Hands· 2024-02-22
7
best: 10.3 (SMPLer-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
1 Image, 2*2 StitchionUBody
PVE-All· 2024-02-22
56.4
best: 104.1 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
1 Image, 2*2 StitchionUBody
PVE-Face· 2024-02-22
19.3
best: 27 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
1 Image, 2*2 StitchionUBody
PVE-Hands· 2024-02-22
24.9
best: 45.7 (Hand4Whole)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
1 Image, 2*2 StitchionMuPoTS-3D
3DPCK· uses extra data· 2024-02-22
89.5
best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
1 Image, 2*2 StitchionAGORA
FB-MVE· uses extra data· 2024-02-22
95.9
best: 236.5 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654
1 Image, 2*2 StitchionAGORA
FB-NMVE· uses extra data· 2024-02-22
102
best: 333.1 (SMPLify-X)
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot arXiv:2402.14654