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Models/I2L-MeshNet

I2L-MeshNet

Reported on 60 benchmarks across 6 tasks · 1 paper · 24 SOTA

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

Computer Vision30 results

HandonFreiHAND
PA-F@15mm· 2020-08-09
0.973
best: 0.993 (ExtPose)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonFreiHAND
PA-F@5mm· 2020-08-09
0.681
best: 0.825 (WiLoR)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonHO-3D v2
PA-MPJPE (mm)· 2020-08-09
11.2
best: 12.5 (Pose2Mesh)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonHO-3D v2
PA-MPVPE· 2020-08-09
13.9
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonFreiHAND
PA-F@15mm· 2020-08-09
0.973
best: 0.993 (ExtPose)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonFreiHAND
PA-F@5mm· 2020-08-09
0.681
best: 0.825 (WiLoR)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-08-09
11.2
best: 12.5 (Pose2Mesh)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonHO-3D v2
PA-MPVPE· 2020-08-09
13.9
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonFreiHAND
PA-F@15mm· 2020-08-09
0.973
best: 0.993 (ExtPose)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonFreiHAND
PA-F@5mm· 2020-08-09
0.681
best: 0.825 (WiLoR)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-08-09
11.2
best: 12.5 (Pose2Mesh)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2020-08-09
13.9
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonFreiHAND
PA-MPJPE· 2020-08-09
7.4
best: 15.7 (DetNet)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonFreiHAND
PA-MPVPE· 2020-08-09
7.6
best: 13.2 (Hasson et al.)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonHO-3D v2
AUC_J· 2020-08-09
0.775
best: 0.863 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonHO-3D v2
AUC_V· 2020-08-09
0.722
best: 0.856 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonHO-3D v2
F@15mm· 2020-08-09
0.932
best: 0.991 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
HandonHO-3D v2
F@5mm· 2020-08-09
0.409
best: 0.667 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonFreiHAND
PA-MPJPE· 2020-08-09
7.4
best: 15.7 (DetNet)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonFreiHAND
PA-MPVPE· 2020-08-09
7.6
best: 13.2 (Hasson et al.)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonHO-3D v2
AUC_J· 2020-08-09
0.775
best: 0.863 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonHO-3D v2
AUC_V· 2020-08-09
0.722
best: 0.856 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonHO-3D v2
F@15mm· 2020-08-09
0.932
best: 0.991 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Pose EstimationonHO-3D v2
F@5mm· 2020-08-09
0.409
best: 0.667 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonFreiHAND
PA-MPJPE· 2020-08-09
7.4
best: 15.7 (DetNet)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonFreiHAND
PA-MPVPE· 2020-08-09
7.6
best: 13.2 (Hasson et al.)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonHO-3D v2
AUC_J· 2020-08-09
0.775
best: 0.863 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonHO-3D v2
AUC_V· 2020-08-09
0.722
best: 0.856 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonHO-3D v2
F@15mm· 2020-08-09
0.932
best: 0.991 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3D Hand Pose EstimationonHO-3D v2
F@5mm· 2020-08-09
0.409
best: 0.667 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713

Graphs10 results

Hand Pose EstimationonFreiHAND
PA-F@15mm· 2020-08-09
0.973
best: 0.993 (ExtPose)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonFreiHAND
PA-F@5mm· 2020-08-09
0.681
best: 0.825 (WiLoR)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-08-09
11.2
best: 12.5 (Pose2Mesh)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2020-08-09
13.9
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonFreiHAND
PA-MPJPE· 2020-08-09
7.4
best: 15.7 (DetNet)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonFreiHAND
PA-MPVPE· 2020-08-09
7.6
best: 13.2 (Hasson et al.)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonHO-3D v2
AUC_J· 2020-08-09
0.775
best: 0.863 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonHO-3D v2
AUC_V· 2020-08-09
0.722
best: 0.856 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonHO-3D v2
F@15mm· 2020-08-09
0.932
best: 0.991 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
Hand Pose EstimationonHO-3D v2
F@5mm· 2020-08-09
0.409
best: 0.667 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713

Methodology10 results

3DonFreiHAND
PA-F@15mm· 2020-08-09
0.973
best: 0.993 (ExtPose)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonFreiHAND
PA-F@5mm· 2020-08-09
0.681
best: 0.825 (WiLoR)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonHO-3D v2
PA-MPJPE (mm)· 2020-08-09
11.2
best: 12.5 (Pose2Mesh)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonHO-3D v2
PA-MPVPE· 2020-08-09
13.9
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonFreiHAND
PA-MPJPE· 2020-08-09
7.4
best: 15.7 (DetNet)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonFreiHAND
PA-MPVPE· 2020-08-09
7.6
best: 13.2 (Hasson et al.)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonHO-3D v2
AUC_J· 2020-08-09
0.775
best: 0.863 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonHO-3D v2
AUC_V· 2020-08-09
0.722
best: 0.856 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonHO-3D v2
F@15mm· 2020-08-09
0.932
best: 0.991 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
3DonHO-3D v2
F@5mm· 2020-08-09
0.409
best: 0.667 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713

Audio10 results

1 Image, 2*2 StitchionFreiHAND
PA-F@15mm· 2020-08-09
0.973
best: 0.993 (ExtPose)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionFreiHAND
PA-F@5mm· 2020-08-09
0.681
best: 0.825 (WiLoR)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionHO-3D v2
PA-MPJPE (mm)· 2020-08-09
11.2
best: 12.5 (Pose2Mesh)
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionHO-3D v2
PA-MPVPE· 2020-08-09
13.9
SOTA
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionFreiHAND
PA-MPJPE· 2020-08-09
7.4
best: 15.7 (DetNet)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionFreiHAND
PA-MPVPE· 2020-08-09
7.6
best: 13.2 (Hasson et al.)
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionHO-3D v2
AUC_J· 2020-08-09
0.775
best: 0.863 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionHO-3D v2
AUC_V· 2020-08-09
0.722
best: 0.856 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionHO-3D v2
F@15mm· 2020-08-09
0.932
best: 0.991 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713
1 Image, 2*2 StitchionHO-3D v2
F@5mm· 2020-08-09
0.409
best: 0.667 (ExtPose (T=16))
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image arXiv:2008.03713