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Models/CHOMP

CHOMP

Reported on 16 benchmarks across 5 tasks · 1 paper

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

Methodology7 results

3D ReconstructiononHuman3.6M
MPJPE· 2022-07-12
64.7
best: 103.2 (Uncertainty-Aware Adaptation)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
3D ReconstructiononHuman3.6M
PA-MPJPE· 2022-07-12
40.1
best: 89.4 (Kinematic-Structure-Preserved Representation)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
3Don3DPW
MPJPE· 2022-07-12
83.7
best: 130 (HMR)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
3Don3DPW
MPVPE· 2022-07-12
110.1
best: 119.3 (BMP)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
3Don3DPW
PA-MPJPE· 2022-07-12
51.7
best: 157 (Simple-baseline)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
3DonHuman3.6M
MPJPE· 2022-07-12
64.7
best: 103.2 (Uncertainty-Aware Adaptation)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
3DonHuman3.6M
PA-MPJPE· 2022-07-12
40.1
best: 89.4 (Kinematic-Structure-Preserved Representation)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375

Computer Vision6 results

3D Human Pose Estimationon3DPW
MPJPE· 2022-07-12
83.7
best: 130 (HMR)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
3D Human Pose Estimationon3DPW
MPVPE· 2022-07-12
110.1
best: 119.3 (BMP)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
3D Human Pose Estimationon3DPW
PA-MPJPE· 2022-07-12
51.7
best: 157 (Simple-baseline)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
Pose Estimationon3DPW
MPJPE· 2022-07-12
83.7
best: 130 (HMR)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
Pose Estimationon3DPW
MPVPE· 2022-07-12
110.1
best: 119.3 (BMP)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
Pose Estimationon3DPW
PA-MPJPE· 2022-07-12
51.7
best: 157 (Simple-baseline)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375

Audio3 results

1 Image, 2*2 Stitchion3DPW
MPJPE· 2022-07-12
83.7
best: 130 (HMR)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
1 Image, 2*2 Stitchion3DPW
MPVPE· 2022-07-12
110.1
best: 119.3 (BMP)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375
1 Image, 2*2 Stitchion3DPW
PA-MPJPE· 2022-07-12
51.7
best: 157 (Simple-baseline)
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior arXiv:2207.05375