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Models/Kinematic-Structure-Preserved Representation

Kinematic-Structure-Preserved Representation

Reported on 8 benchmarks across 2 tasks · 1 paper · 5 SOTA

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

Methodology8 results

  • 3D ReconstructiononMPI-INF-3DHP
    AUC· 2020-06-24
    43.4
    best: 54 (LInKs)
    SOTA
    Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose EstimationarXiv:2006.14107
  • 3D ReconstructiononMPI-INF-3DHP
    MPJPE· 2020-06-24
    99.2
    SOTA
    Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose EstimationarXiv:2006.14107
  • 3D ReconstructiononMPI-INF-3DHP
    PCK· 2020-06-24
    79.2
    best: 86.3 (LInKs)
    SOTA
    Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose EstimationarXiv:2006.14107
  • 3D ReconstructiononHuman3.6M
    PA-MPJPE· 2020-06-24
    89.4
    SOTA
    Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose EstimationarXiv:2006.14107
  • 3DonHuman3.6M
    PA-MPJPE· 2020-06-24
    89.4
    SOTA
    Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose EstimationarXiv:2006.14107
  • 3DonMPI-INF-3DHP
    AUC· 2020-06-24
    43.4
    best: 87.7 (TCPFormer (T=81))
    Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose EstimationarXiv:2006.14107
  • 3DonMPI-INF-3DHP
    MPJPE· 2020-06-24
    99.2
    best: 124.7 (VNect (Augm.))
    Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose EstimationarXiv:2006.14107
  • 3DonMPI-INF-3DHP
    PCK· 2020-06-24
    79.2
    best: 99.37 (LMT R152 384x384)
    Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose EstimationarXiv:2006.14107