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Models/LMT R152 384x384

LMT R152 384x384

Reported on 24 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Computer Vision12 results

  • 3D Human Pose EstimationonMPI-INF-3DHP
    AUC· 2022-08-24
    77.09
    best: 87.7 (TCPFormer (T=81))
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3D Human Pose EstimationonMPI-INF-3DHP
    PCK· 2022-08-24
    99.37
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3D Human Pose EstimationonHuman3.6M
    Angular Error· 2022-08-24
    11.33
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • Pose EstimationonMPI-INF-3DHP
    AUC· 2022-08-24
    77.09
    best: 87.7 (TCPFormer (T=81))
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • Pose EstimationonMPI-INF-3DHP
    PCK· 2022-08-24
    99.37
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • Pose EstimationonHuman3.6M
    Angular Error· 2022-08-24
    11.33
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3D Human Pose EstimationonMPI-INF-3DHP
    MPJPE· 2022-08-24
    33.7
    best: 124.7 (VNect (Augm.))
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2022-08-24
    17.59
    best: 131.7 (Rhodin et al.)
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3D Human Pose EstimationonHuman3.6M
    MPVE (mm)· 2022-08-24
    23.7
    best: 42.28 (LMT R50 224x224)
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • Pose EstimationonMPI-INF-3DHP
    MPJPE· 2022-08-24
    33.7
    best: 124.7 (VNect (Augm.))
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2022-08-24
    17.59
    best: 131.7 (Rhodin et al.)
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • Pose EstimationonHuman3.6M
    MPVE (mm)· 2022-08-24
    23.7
    best: 42.28 (LMT R50 224x224)
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251

Methodology6 results

  • 3DonMPI-INF-3DHP
    AUC· 2022-08-24
    77.09
    best: 87.7 (TCPFormer (T=81))
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3DonMPI-INF-3DHP
    PCK· 2022-08-24
    99.37
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3DonHuman3.6M
    Angular Error· 2022-08-24
    11.33
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3DonMPI-INF-3DHP
    MPJPE· 2022-08-24
    33.7
    best: 124.7 (VNect (Augm.))
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3DonHuman3.6M
    Average MPJPE (mm)· 2022-08-24
    17.59
    best: 131.7 (Rhodin et al.)
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 3DonHuman3.6M
    MPVE (mm)· 2022-08-24
    23.7
    best: 42.28 (LMT R50 224x224)
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251

Audio6 results

  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    AUC· 2022-08-24
    77.09
    best: 87.7 (TCPFormer (T=81))
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    PCK· 2022-08-24
    99.37
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 1 Image, 2*2 StitchionHuman3.6M
    Angular Error· 2022-08-24
    11.33
    SOTA
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    MPJPE· 2022-08-24
    33.7
    best: 124.7 (VNect (Augm.))
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2022-08-24
    17.59
    best: 131.7 (Rhodin et al.)
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251
  • 1 Image, 2*2 StitchionHuman3.6M
    MPVE (mm)· 2022-08-24
    23.7
    best: 42.28 (LMT R50 224x224)
    Learnable human mesh triangulation for 3D human pose and shape estimationarXiv:2208.11251