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Models/3D-LFM

3D-LFM

Reported on 15 benchmarks across 12 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 EstimationonH3WB
    MPJPE· 2023-12-19
    60.83
    best: 264.4 (CanonPose)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • HandonH3WB
    Average MPJPE (mm)· 2023-12-19
    28.22
    best: 83.4 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • Pose EstimationonH3WB
    MPJPE· 2023-12-19
    60.83
    best: 264.4 (CanonPose)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • Pose EstimationonH3WB
    Average MPJPE (mm)· 2023-12-19
    28.22
    best: 83.4 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • Facial Landmark DetectiononH3WB
    Average MPJPE (mm)· 2023-12-19
    10.44
    best: 34 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • Face ReconstructiononH3WB
    Average MPJPE (mm)· 2023-12-19
    10.44
    best: 34 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • 3D Face ReconstructiononH3WB
    Average MPJPE (mm)· 2023-12-19
    10.44
    best: 34 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • 3D Hand Pose EstimationonH3WB
    Average MPJPE (mm)· 2023-12-19
    28.22
    best: 83.4 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894

Methodology3 results

  • 3DonH3WB
    MPJPE· 2023-12-19
    60.83
    best: 264.4 (CanonPose)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • 3DonH3WB
    Average MPJPE (mm)· 2023-12-19
    28.22
    best: 83.4 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • 3DonH3WB
    Average MPJPE (mm)· 2023-12-19
    10.44
    best: 83.4 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894

Audio2 results

  • 1 Image, 2*2 StitchionH3WB
    MPJPE· 2023-12-19
    60.83
    best: 264.4 (CanonPose)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894
  • 1 Image, 2*2 StitchionH3WB
    Average MPJPE (mm)· 2023-12-19
    28.22
    best: 83.4 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894

Music1 result

  • Facial Recognition and ModellingonH3WB
    Average MPJPE (mm)· 2023-12-19
    10.44
    best: 34 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894

Graphs1 result

  • Hand Pose EstimationonH3WB
    Average MPJPE (mm)· 2023-12-19
    28.22
    best: 83.4 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894

Medical1 result

  • 3D Face ModellingonH3WB
    Average MPJPE (mm)· 2023-12-19
    10.44
    best: 34 (SimpleBaseline)
    3D-LFM: Lifting Foundation ModelarXiv:2312.11894