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Models/Light3DPose

Light3DPose

Reported on 10 benchmarks across 5 tasks · 1 paper · 1 SOTA

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

Computer Vision6 results

  • 3D Multi-Person Pose EstimationonPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-06
    38.59
    best: 135.4 (BMP)
    SOTA
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688
  • 3D Human Pose EstimationonPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-06
    38.59
    best: 135.4 (BMP)
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688
  • 3D Human Pose EstimationonShelf
    PCP3D· 2020-04-06
    89.8
    best: 100 (RapidPoseTriangulation (with corrected labels))
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688
  • Pose EstimationonPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-06
    38.59
    best: 135.4 (BMP)
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688
  • Pose EstimationonShelf
    PCP3D· 2020-04-06
    89.8
    best: 100 (RapidPoseTriangulation (with corrected labels))
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688
  • 3D Multi-Person Pose EstimationonShelf
    PCP3D· 2020-04-06
    89.8
    best: 100 (RapidPoseTriangulation (with corrected labels))
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688

Methodology2 results

  • 3DonPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-06
    38.59
    best: 135.4 (BMP)
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688
  • 3DonShelf
    PCP3D· 2020-04-06
    89.8
    best: 100 (RapidPoseTriangulation (with corrected labels))
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688

Audio2 results

  • 1 Image, 2*2 StitchionPanoptic
    Average MPJPE (mm)· uses extra data· 2020-04-06
    38.59
    best: 135.4 (BMP)
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688
  • 1 Image, 2*2 StitchionShelf
    PCP3D· 2020-04-06
    89.8
    best: 100 (RapidPoseTriangulation (with corrected labels))
    Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsarXiv:2004.02688