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Models/Pose2Mesh

Pose2Mesh

Reported on 60 benchmarks across 6 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 Vision30 results

HandonHO-3D v2
PA-MPJPE (mm)· 2020-08-20
12.5
SOTA
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-08-20
12.5
SOTA
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-08-20
12.5
SOTA
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonFreiHAND
PA-F@15mm· 2020-08-20
0.969
best: 0.993 (ExtPose)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonFreiHAND
PA-F@5mm· 2020-08-20
0.674
best: 0.825 (WiLoR)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonFreiHAND
PA-MPJPE· 2020-08-20
7.7
best: 15.7 (DetNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonFreiHAND
PA-MPVPE· 2020-08-20
7.8
best: 13.2 (Hasson et al.)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonHO-3D v2
AUC_J· 2020-08-20
0.754
best: 0.863 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonHO-3D v2
AUC_V· 2020-08-20
0.749
best: 0.856 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonHO-3D v2
F@15mm· 2020-08-20
0.909
best: 0.991 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonHO-3D v2
F@5mm· 2020-08-20
0.441
best: 0.667 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
HandonHO-3D v2
PA-MPVPE· 2020-08-20
12.7
best: 13.9 (I2L-MeshNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonFreiHAND
PA-F@15mm· 2020-08-20
0.969
best: 0.993 (ExtPose)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonFreiHAND
PA-F@5mm· 2020-08-20
0.674
best: 0.825 (WiLoR)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonFreiHAND
PA-MPJPE· 2020-08-20
7.7
best: 15.7 (DetNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonFreiHAND
PA-MPVPE· 2020-08-20
7.8
best: 13.2 (Hasson et al.)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonHO-3D v2
AUC_J· 2020-08-20
0.754
best: 0.863 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonHO-3D v2
AUC_V· 2020-08-20
0.749
best: 0.856 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonHO-3D v2
F@15mm· 2020-08-20
0.909
best: 0.991 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonHO-3D v2
F@5mm· 2020-08-20
0.441
best: 0.667 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Pose EstimationonHO-3D v2
PA-MPVPE· 2020-08-20
12.7
best: 13.9 (I2L-MeshNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonFreiHAND
PA-F@15mm· 2020-08-20
0.969
best: 0.993 (ExtPose)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonFreiHAND
PA-F@5mm· 2020-08-20
0.674
best: 0.825 (WiLoR)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonFreiHAND
PA-MPJPE· 2020-08-20
7.7
best: 15.7 (DetNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonFreiHAND
PA-MPVPE· 2020-08-20
7.8
best: 13.2 (Hasson et al.)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonHO-3D v2
AUC_J· 2020-08-20
0.754
best: 0.863 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonHO-3D v2
AUC_V· 2020-08-20
0.749
best: 0.856 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonHO-3D v2
F@15mm· 2020-08-20
0.909
best: 0.991 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonHO-3D v2
F@5mm· 2020-08-20
0.441
best: 0.667 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3D Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2020-08-20
12.7
best: 13.9 (I2L-MeshNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047

Graphs10 results

Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-08-20
12.5
SOTA
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonFreiHAND
PA-F@15mm· 2020-08-20
0.969
best: 0.993 (ExtPose)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonFreiHAND
PA-F@5mm· 2020-08-20
0.674
best: 0.825 (WiLoR)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonFreiHAND
PA-MPJPE· 2020-08-20
7.7
best: 15.7 (DetNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonFreiHAND
PA-MPVPE· 2020-08-20
7.8
best: 13.2 (Hasson et al.)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonHO-3D v2
AUC_J· 2020-08-20
0.754
best: 0.863 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonHO-3D v2
AUC_V· 2020-08-20
0.749
best: 0.856 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonHO-3D v2
F@15mm· 2020-08-20
0.909
best: 0.991 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonHO-3D v2
F@5mm· 2020-08-20
0.441
best: 0.667 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2020-08-20
12.7
best: 13.9 (I2L-MeshNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047

Methodology10 results

3DonHO-3D v2
PA-MPJPE (mm)· 2020-08-20
12.5
SOTA
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonFreiHAND
PA-F@15mm· 2020-08-20
0.969
best: 0.993 (ExtPose)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonFreiHAND
PA-F@5mm· 2020-08-20
0.674
best: 0.825 (WiLoR)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonFreiHAND
PA-MPJPE· 2020-08-20
7.7
best: 15.7 (DetNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonFreiHAND
PA-MPVPE· 2020-08-20
7.8
best: 13.2 (Hasson et al.)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonHO-3D v2
AUC_J· 2020-08-20
0.754
best: 0.863 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonHO-3D v2
AUC_V· 2020-08-20
0.749
best: 0.856 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonHO-3D v2
F@15mm· 2020-08-20
0.909
best: 0.991 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonHO-3D v2
F@5mm· 2020-08-20
0.441
best: 0.667 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
3DonHO-3D v2
PA-MPVPE· 2020-08-20
12.7
best: 13.9 (I2L-MeshNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047

Audio10 results

1 Image, 2*2 StitchionHO-3D v2
PA-MPJPE (mm)· 2020-08-20
12.5
SOTA
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionFreiHAND
PA-F@15mm· 2020-08-20
0.969
best: 0.993 (ExtPose)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionFreiHAND
PA-F@5mm· 2020-08-20
0.674
best: 0.825 (WiLoR)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionFreiHAND
PA-MPJPE· 2020-08-20
7.7
best: 15.7 (DetNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionFreiHAND
PA-MPVPE· 2020-08-20
7.8
best: 13.2 (Hasson et al.)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionHO-3D v2
AUC_J· 2020-08-20
0.754
best: 0.863 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionHO-3D v2
AUC_V· 2020-08-20
0.749
best: 0.856 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionHO-3D v2
F@15mm· 2020-08-20
0.909
best: 0.991 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionHO-3D v2
F@5mm· 2020-08-20
0.441
best: 0.667 (ExtPose (T=16))
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047
1 Image, 2*2 StitchionHO-3D v2
PA-MPVPE· 2020-08-20
12.7
best: 13.9 (I2L-MeshNet)
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose arXiv:2008.09047