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Models/LInKs

LInKs

Reported on 10 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.

Methodology10 results

  • 3D ReconstructiononMPI-INF-3DHP
    AUC· 2023-09-13
    54
    SOTA
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3D ReconstructiononMPI-INF-3DHP
    PA-MPJPE· 2023-09-13
    49.7
    SOTA
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3D ReconstructiononMPI-INF-3DHP
    PCK· 2023-09-13
    86.3
    SOTA
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3D ReconstructiononHuman3.6M
    N-MPJPE· 2023-09-13
    61.6
    best: 96.8 (Mask as Supervision)
    SOTA
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3DonHuman3.6M
    N-MPJPE· 2023-09-13
    61.6
    best: 96.8 (Mask as Supervision)
    SOTA
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3D ReconstructiononHuman3.6M
    PA-MPJPE· 2023-09-13
    33.8
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3DonMPI-INF-3DHP
    AUC· 2023-09-13
    54
    best: 87.7 (TCPFormer (T=81))
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3DonMPI-INF-3DHP
    PA-MPJPE· 2023-09-13
    49.7
    best: 89.8 (HMR)
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3DonMPI-INF-3DHP
    PCK· 2023-09-13
    86.3
    best: 99.37 (LMT R152 384x384)
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243
  • 3DonHuman3.6M
    PA-MPJPE· 2023-09-13
    33.8
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationarXiv:2309.07243