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Models/Pose Consensus (monocular)

Pose Consensus (monocular)

Reported on 16 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 Vision8 results

  • 3D Human Pose EstimationonMPI-INF-3DHP
    AUC· 2019-11-21
    42.1
    best: 87.7 (TCPFormer (T=81))
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 3D Human Pose EstimationonMPI-INF-3DHP
    MPJPE· 2019-11-21
    112.1
    best: 124.7 (VNect (Augm.))
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 3D Human Pose EstimationonMPI-INF-3DHP
    PCK· 2019-11-21
    80.6
    best: 99.37 (LMT R152 384x384)
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2019-11-21
    52
    best: 131.7 (Rhodin et al.)
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • Pose EstimationonMPI-INF-3DHP
    AUC· 2019-11-21
    42.1
    best: 87.7 (TCPFormer (T=81))
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • Pose EstimationonMPI-INF-3DHP
    MPJPE· 2019-11-21
    112.1
    best: 124.7 (VNect (Augm.))
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • Pose EstimationonMPI-INF-3DHP
    PCK· 2019-11-21
    80.6
    best: 99.37 (LMT R152 384x384)
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2019-11-21
    52
    best: 131.7 (Rhodin et al.)
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245

Methodology4 results

  • 3DonMPI-INF-3DHP
    AUC· 2019-11-21
    42.1
    best: 87.7 (TCPFormer (T=81))
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 3DonMPI-INF-3DHP
    MPJPE· 2019-11-21
    112.1
    best: 124.7 (VNect (Augm.))
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 3DonMPI-INF-3DHP
    PCK· 2019-11-21
    80.6
    best: 99.37 (LMT R152 384x384)
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 3DonHuman3.6M
    Average MPJPE (mm)· 2019-11-21
    52
    best: 131.7 (Rhodin et al.)
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245

Audio4 results

  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    AUC· 2019-11-21
    42.1
    best: 87.7 (TCPFormer (T=81))
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    MPJPE· 2019-11-21
    112.1
    best: 124.7 (VNect (Augm.))
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    PCK· 2019-11-21
    80.6
    best: 99.37 (LMT R152 384x384)
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2019-11-21
    52
    best: 131.7 (Rhodin et al.)
    Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesarXiv:1911.09245