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Models/OSX

OSX

Reported on 60 benchmarks across 6 tasks · 1 paper · 8 SOTA

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

Computer Vision34 results

ReconstructiononEHF
MPVPE· 2023-03-28
70.8
SOTA
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
ReconstructiononEHF
PA V2V (mm), face· 2023-03-28
6
SOTA
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
ReconstructiononEHF
PA V2V (mm), whole body· 2023-03-28
48.7
SOTA
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonAGORA
LH/RH-MVE· 2023-03-28
45.7
SOTA
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonAGORA
LH/RH-MVE· 2023-03-28
45.7
SOTA
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Multi-Person Pose EstimationonAGORA
LH/RH-MVE· 2023-03-28
45.7
SOTA
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose Estimationon3DPW
MPJPE· 2023-03-28
74.7
best: 130 (HMR)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose Estimationon3DPW
PA-MPJPE· 2023-03-28
45.1
best: 157 (Simple-baseline)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonUBody
PA-PVE-All· 2023-03-28
42.2
best: 44.8 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonUBody
PA-PVE-Face· 2023-03-28
2
best: 2.8 (SMPLer-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonUBody
PA-PVE-Hands· 2023-03-28
8.6
best: 10.3 (SMPLer-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonUBody
PVE-All· 2023-03-28
81.9
best: 104.1 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonUBody
PVE-Face· 2023-03-28
21.2
best: 27 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonUBody
PVE-Hands· 2023-03-28
41.5
best: 45.7 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonAGORA
B-NMVE· 2023-03-28
85.3
best: 263.3 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonAGORA
F-MVE· 2023-03-28
36.2
best: 51.1 (ExPose)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonAGORA
FB-MVE· 2023-03-28
122.8
best: 236.5 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Human Pose EstimationonAGORA
FB-NMVE· 2023-03-28
130.6
best: 333.1 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose Estimationon3DPW
MPJPE· 2023-03-28
74.7
best: 130 (HMR)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose Estimationon3DPW
PA-MPJPE· 2023-03-28
45.1
best: 157 (Simple-baseline)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonUBody
PA-PVE-All· 2023-03-28
42.2
best: 44.8 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonUBody
PA-PVE-Face· 2023-03-28
2
best: 2.8 (SMPLer-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonUBody
PA-PVE-Hands· 2023-03-28
8.6
best: 10.3 (SMPLer-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonUBody
PVE-All· 2023-03-28
81.9
best: 104.1 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonUBody
PVE-Face· 2023-03-28
21.2
best: 27 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonUBody
PVE-Hands· 2023-03-28
41.5
best: 45.7 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonAGORA
B-NMVE· 2023-03-28
85.3
best: 263.3 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonAGORA
F-MVE· 2023-03-28
36.2
best: 51.1 (ExPose)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonAGORA
FB-MVE· 2023-03-28
122.8
best: 236.5 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
Pose EstimationonAGORA
FB-NMVE· 2023-03-28
130.6
best: 333.1 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Multi-Person Pose EstimationonAGORA
B-NMVE· 2023-03-28
85.3
best: 263.3 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Multi-Person Pose EstimationonAGORA
F-MVE· 2023-03-28
36.2
best: 51.1 (ExPose)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Multi-Person Pose EstimationonAGORA
FB-MVE· 2023-03-28
122.8
best: 236.5 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3D Multi-Person Pose EstimationonAGORA
FB-NMVE· 2023-03-28
130.6
best: 333.1 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160

Methodology13 results

3DonAGORA
LH/RH-MVE· 2023-03-28
45.7
SOTA
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3Don3DPW
MPJPE· 2023-03-28
74.7
best: 130 (HMR)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3Don3DPW
PA-MPJPE· 2023-03-28
45.1
best: 157 (Simple-baseline)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonUBody
PA-PVE-All· 2023-03-28
42.2
best: 44.8 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonUBody
PA-PVE-Face· 2023-03-28
2
best: 2.8 (SMPLer-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonUBody
PA-PVE-Hands· 2023-03-28
8.6
best: 10.3 (SMPLer-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonUBody
PVE-All· 2023-03-28
81.9
best: 104.1 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonUBody
PVE-Face· 2023-03-28
21.2
best: 27 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonUBody
PVE-Hands· 2023-03-28
41.5
best: 45.7 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonAGORA
B-NMVE· 2023-03-28
85.3
best: 263.3 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonAGORA
F-MVE· 2023-03-28
36.2
best: 51.1 (ExPose)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonAGORA
FB-MVE· 2023-03-28
122.8
best: 236.5 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
3DonAGORA
FB-NMVE· 2023-03-28
130.6
best: 333.1 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160

Audio13 results

1 Image, 2*2 StitchionAGORA
LH/RH-MVE· 2023-03-28
45.7
SOTA
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 Stitchion3DPW
MPJPE· 2023-03-28
74.7
best: 130 (HMR)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 Stitchion3DPW
PA-MPJPE· 2023-03-28
45.1
best: 157 (Simple-baseline)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionUBody
PA-PVE-All· 2023-03-28
42.2
best: 44.8 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionUBody
PA-PVE-Face· 2023-03-28
2
best: 2.8 (SMPLer-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionUBody
PA-PVE-Hands· 2023-03-28
8.6
best: 10.3 (SMPLer-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionUBody
PVE-All· 2023-03-28
81.9
best: 104.1 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionUBody
PVE-Face· 2023-03-28
21.2
best: 27 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionUBody
PVE-Hands· 2023-03-28
41.5
best: 45.7 (Hand4Whole)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionAGORA
B-NMVE· 2023-03-28
85.3
best: 263.3 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionAGORA
F-MVE· 2023-03-28
36.2
best: 51.1 (ExPose)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionAGORA
FB-MVE· 2023-03-28
122.8
best: 236.5 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160
1 Image, 2*2 StitchionAGORA
FB-NMVE· 2023-03-28
130.6
best: 333.1 (SMPLify-X)
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer arXiv:2303.16160