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Models/HEMlets Pose (H36M+MPII)

HEMlets Pose (H36M+MPII)

Reported on 12 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 Vision6 results

  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2019-10-26
    39.9
    best: 131.7 (Rhodin et al.)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • 3D Human Pose EstimationonHuman3.6M
    Frames Needed· 2019-10-26
    1
    best: 300 (Sparseness Meets Deepness)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • 3D Human Pose EstimationonHuman3.6M
    PA-MPJPE· 2019-10-26
    27.9
    best: 80.7 (SMPLify (dense))
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2019-10-26
    39.9
    best: 131.7 (Rhodin et al.)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • Pose EstimationonHuman3.6M
    Frames Needed· 2019-10-26
    1
    best: 300 (Sparseness Meets Deepness)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • Pose EstimationonHuman3.6M
    PA-MPJPE· 2019-10-26
    27.9
    best: 80.7 (SMPLify (dense))
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032

Methodology3 results

  • 3DonHuman3.6M
    Average MPJPE (mm)· 2019-10-26
    39.9
    best: 131.7 (Rhodin et al.)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • 3DonHuman3.6M
    Frames Needed· 2019-10-26
    1
    best: 300 (Sparseness Meets Deepness)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • 3DonHuman3.6M
    PA-MPJPE· 2019-10-26
    27.9
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032

Audio3 results

  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2019-10-26
    39.9
    best: 131.7 (Rhodin et al.)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • 1 Image, 2*2 StitchionHuman3.6M
    Frames Needed· 2019-10-26
    1
    best: 300 (Sparseness Meets Deepness)
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032
  • 1 Image, 2*2 StitchionHuman3.6M
    PA-MPJPE· 2019-10-26
    27.9
    best: 80.7 (SMPLify (dense))
    HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose EstimationarXiv:1910.12032