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Models/HybrIK-Transformer (HrNet-48)

HybrIK-Transformer (HrNet-48)

Reported on 24 benchmarks across 4 tasks · 1 paper

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

Computer Vision12 results

3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2023-02-09
48.9
best: 87.7 (TCPFormer (T=81))
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2023-02-09
86.2
best: 124.7 (VNect (Augm.))
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2023-02-09
88.6
best: 99.37 (LMT R152 384x384)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3D Human Pose Estimationon3DPW
MPJPE· 2023-02-09
71.6
best: 130 (HMR)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3D Human Pose Estimationon3DPW
MPVPE· 2023-02-09
83.6
best: 119.3 (BMP)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3D Human Pose Estimationon3DPW
PA-MPJPE· 2023-02-09
42.3
best: 157 (Simple-baseline)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
Pose EstimationonMPI-INF-3DHP
AUC· 2023-02-09
48.9
best: 87.7 (TCPFormer (T=81))
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
Pose EstimationonMPI-INF-3DHP
MPJPE· 2023-02-09
86.2
best: 124.7 (VNect (Augm.))
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
Pose EstimationonMPI-INF-3DHP
PCK· 2023-02-09
88.6
best: 99.37 (LMT R152 384x384)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
Pose Estimationon3DPW
MPJPE· 2023-02-09
71.6
best: 130 (HMR)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
Pose Estimationon3DPW
MPVPE· 2023-02-09
83.6
best: 119.3 (BMP)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
Pose Estimationon3DPW
PA-MPJPE· 2023-02-09
42.3
best: 157 (Simple-baseline)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774

Methodology6 results

3DonMPI-INF-3DHP
AUC· 2023-02-09
48.9
best: 87.7 (TCPFormer (T=81))
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3DonMPI-INF-3DHP
MPJPE· 2023-02-09
86.2
best: 124.7 (VNect (Augm.))
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3DonMPI-INF-3DHP
PCK· 2023-02-09
88.6
best: 99.37 (LMT R152 384x384)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3Don3DPW
MPJPE· 2023-02-09
71.6
best: 130 (HMR)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3Don3DPW
MPVPE· 2023-02-09
83.6
best: 119.3 (BMP)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
3Don3DPW
PA-MPJPE· 2023-02-09
42.3
best: 157 (Simple-baseline)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774

Audio6 results

1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2023-02-09
48.9
best: 87.7 (TCPFormer (T=81))
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2023-02-09
86.2
best: 124.7 (VNect (Augm.))
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2023-02-09
88.6
best: 99.37 (LMT R152 384x384)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
1 Image, 2*2 Stitchion3DPW
MPJPE· 2023-02-09
71.6
best: 130 (HMR)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
1 Image, 2*2 Stitchion3DPW
MPVPE· 2023-02-09
83.6
best: 119.3 (BMP)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774
1 Image, 2*2 Stitchion3DPW
PA-MPJPE· 2023-02-09
42.3
best: 157 (Simple-baseline)
3D Human Pose and Shape Estimation via HybrIK-Transformer arXiv:2302.04774