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Models/Hand4Whole

Hand4Whole

Reported on 61 benchmarks across 8 tasks · 1 paper · 27 SOTA

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

Computer Vision32 results

ReconstructiononAGORA
PA-MPVPE· 2020-11-23
73.2
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Human Pose EstimationonUBody
PA-PVE-All· 2020-11-23
44.8
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Human Pose EstimationonUBody
PA-PVE-Face· 2020-11-23
2.8
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Human Pose EstimationonUBody
PA-PVE-Hands· 2020-11-23
8.9
best: 10.3 (SMPLer-X)
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Human Pose EstimationonUBody
PVE-All· 2020-11-23
104.1
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Human Pose EstimationonUBody
PVE-Face· 2020-11-23
27
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Human Pose EstimationonUBody
PVE-Hands· 2020-11-23
45.7
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Handon3DPW
MPJPE· 2020-11-23
86.6
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonUBody
PA-PVE-All· 2020-11-23
44.8
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonUBody
PA-PVE-Face· 2020-11-23
2.8
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonUBody
PA-PVE-Hands· 2020-11-23
8.9
best: 10.3 (SMPLer-X)
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonUBody
PVE-All· 2020-11-23
104.1
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonUBody
PVE-Face· 2020-11-23
27
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonUBody
PVE-Hands· 2020-11-23
45.7
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
ReconstructiononExpressive hands and faces dataset (EHF)
PA V2V (mm), face· 2020-11-23
5.8
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
ReconstructiononExpressive hands and faces dataset (EHF)
PA V2V (mm), left hand· 2020-11-23
10.8
best: 13.1 (ExPose)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
ReconstructiononExpressive hands and faces dataset (EHF)
PA V2V (mm), whole body· 2020-11-23
50.3
best: 57.5 (FrankMocap)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Human Pose Estimationon3DPW
PA-MPJPE· 2020-11-23
54.4
best: 157 (Simple-baseline)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
HandonFreiHAND
PA-F@15mm· 2020-11-23
0.971
best: 0.993 (ExtPose)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
HandonFreiHAND
PA-F@5mm· 2020-11-23
0.664
best: 0.825 (WiLoR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
HandonFreiHAND
PA-MPJPE· 2020-11-23
7.7
best: 15.7 (DetNet)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
HandonFreiHAND
PA-MPVPE· 2020-11-23
7.7
best: 13.2 (Hasson et al.)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose Estimationon3DPW
PA-MPJPE· 2020-11-23
54.4
best: 157 (Simple-baseline)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose Estimationon3DPW
MPJPE· 2020-11-23
86.6
best: 130 (HMR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonFreiHAND
PA-F@15mm· 2020-11-23
0.971
best: 0.993 (ExtPose)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonFreiHAND
PA-F@5mm· 2020-11-23
0.664
best: 0.825 (WiLoR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonFreiHAND
PA-MPJPE· 2020-11-23
7.7
best: 15.7 (DetNet)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Pose EstimationonFreiHAND
PA-MPVPE· 2020-11-23
7.7
best: 13.2 (Hasson et al.)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Hand Pose EstimationonFreiHAND
PA-F@15mm· 2020-11-23
0.971
best: 0.993 (ExtPose)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Hand Pose EstimationonFreiHAND
PA-F@5mm· 2020-11-23
0.664
best: 0.825 (WiLoR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Hand Pose EstimationonFreiHAND
PA-MPJPE· 2020-11-23
7.7
best: 15.7 (DetNet)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3D Hand Pose EstimationonFreiHAND
PA-MPVPE· 2020-11-23
7.7
best: 13.2 (Hasson et al.)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534

Methodology12 results

3DonUBody
PA-PVE-All· 2020-11-23
44.8
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonUBody
PA-PVE-Face· 2020-11-23
2.8
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonUBody
PA-PVE-Hands· 2020-11-23
8.9
best: 10.3 (SMPLer-X)
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonUBody
PVE-All· 2020-11-23
104.1
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonUBody
PVE-Face· 2020-11-23
27
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonUBody
PVE-Hands· 2020-11-23
45.7
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3Don3DPW
PA-MPJPE· 2020-11-23
54.4
best: 157 (Simple-baseline)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3Don3DPW
MPJPE· 2020-11-23
86.6
best: 130 (HMR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonFreiHAND
PA-F@15mm· 2020-11-23
0.971
best: 0.993 (ExtPose)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonFreiHAND
PA-F@5mm· 2020-11-23
0.664
best: 0.825 (WiLoR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonFreiHAND
PA-MPJPE· 2020-11-23
7.7
best: 15.7 (DetNet)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
3DonFreiHAND
PA-MPVPE· 2020-11-23
7.7
best: 13.2 (Hasson et al.)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534

Audio12 results

1 Image, 2*2 StitchionUBody
PA-PVE-All· 2020-11-23
44.8
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionUBody
PA-PVE-Face· 2020-11-23
2.8
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionUBody
PA-PVE-Hands· 2020-11-23
8.9
best: 10.3 (SMPLer-X)
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionUBody
PVE-All· 2020-11-23
104.1
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionUBody
PVE-Face· 2020-11-23
27
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionUBody
PVE-Hands· 2020-11-23
45.7
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 Stitchion3DPW
PA-MPJPE· 2020-11-23
54.4
best: 157 (Simple-baseline)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 Stitchion3DPW
MPJPE· 2020-11-23
86.6
best: 130 (HMR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionFreiHAND
PA-F@15mm· 2020-11-23
0.971
best: 0.993 (ExtPose)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionFreiHAND
PA-F@5mm· 2020-11-23
0.664
best: 0.825 (WiLoR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionFreiHAND
PA-MPJPE· 2020-11-23
7.7
best: 15.7 (DetNet)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
1 Image, 2*2 StitchionFreiHAND
PA-MPVPE· 2020-11-23
7.7
best: 13.2 (Hasson et al.)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534

Graphs5 results

Hand Pose Estimationon3DPW
MPJPE· 2020-11-23
86.6
SOTA
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Hand Pose EstimationonFreiHAND
PA-F@15mm· 2020-11-23
0.971
best: 0.993 (ExtPose)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Hand Pose EstimationonFreiHAND
PA-F@5mm· 2020-11-23
0.664
best: 0.825 (WiLoR)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Hand Pose EstimationonFreiHAND
PA-MPJPE· 2020-11-23
7.7
best: 15.7 (DetNet)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534
Hand Pose EstimationonFreiHAND
PA-MPVPE· 2020-11-23
7.7
best: 13.2 (Hasson et al.)
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation arXiv:2011.11534