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Models/LoCO

LoCO

Reported on 12 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision6 results

  • 3D Human Pose EstimationonPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-01
    69
    best: 135.4 (BMP)
    SOTA
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • Pose EstimationonPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-01
    69
    best: 135.4 (BMP)
    SOTA
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2020-04-01
    51.1
    best: 131.7 (Rhodin et al.)
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • 3D Human Pose EstimationonHuman3.6M
    PA-MPJPE· 2020-04-01
    43.4
    best: 80.7 (SMPLify (dense))
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2020-04-01
    51.1
    best: 131.7 (Rhodin et al.)
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • Pose EstimationonHuman3.6M
    PA-MPJPE· 2020-04-01
    43.4
    best: 80.7 (SMPLify (dense))
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329

Methodology3 results

  • 3DonPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-01
    69
    best: 135.4 (BMP)
    SOTA
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • 3DonHuman3.6M
    Average MPJPE (mm)· 2020-04-01
    51.1
    best: 131.7 (Rhodin et al.)
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • 3DonHuman3.6M
    PA-MPJPE· 2020-04-01
    43.4
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329

Audio3 results

  • 1 Image, 2*2 StitchionPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-01
    69
    best: 135.4 (BMP)
    SOTA
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2020-04-01
    51.1
    best: 131.7 (Rhodin et al.)
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329
  • 1 Image, 2*2 StitchionHuman3.6M
    PA-MPJPE· 2020-04-01
    43.4
    best: 80.7 (SMPLify (dense))
    Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationarXiv:2004.00329