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Models/3DMPPE_POSENET

3DMPPE_POSENET

Reported on 7 benchmarks across 7 tasks · 1 paper · 7 SOTA

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

Computer Vision8 results

  • 3D Multi-Person Pose Estimation (root-relative)onMuPoTS-3D
    3DPCK· 2019-07-26
    81.8
    best: 89.6 (TDBU_Net)
    SOTA
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • 3D Human Pose EstimationonMuPoTS-3D
    3DPCK· 2019-07-26
    81.8
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    SOTA
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • 3D Multi-Person Pose Estimation (absolute)onMuPoTS-3D
    3DPCK· uses extra data· 2019-07-26
    31.5
    best: 50.9 (POTR-3D)
    SOTA
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • Pose EstimationonMuPoTS-3D
    3DPCK· 2019-07-26
    81.8
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    SOTA
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • 3D Multi-Person Pose EstimationonMuPoTS-3D
    3DPCK· 2019-07-26
    81.8
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    SOTA
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • 3D Human Pose EstimationonMuPoTS-3D
    3DPCK· uses extra data· 2019-07-26
    31.5
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • Pose EstimationonMuPoTS-3D
    3DPCK· uses extra data· 2019-07-26
    31.5
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • 3D Multi-Person Pose EstimationonMuPoTS-3D
    3DPCK· uses extra data· 2019-07-26
    31.5
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346

Methodology2 results

  • 3DonMuPoTS-3D
    3DPCK· 2019-07-26
    81.8
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    SOTA
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • 3DonMuPoTS-3D
    3DPCK· uses extra data· 2019-07-26
    31.5
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346

Audio2 results

  • 1 Image, 2*2 StitchionMuPoTS-3D
    3DPCK· 2019-07-26
    81.8
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    SOTA
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346
  • 1 Image, 2*2 StitchionMuPoTS-3D
    3DPCK· uses extra data· 2019-07-26
    31.5
    best: 89.9 (Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement)
    Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImagearXiv:1907.11346