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Models/SemGAN

SemGAN

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· 2024-06-03
    45.39
    best: 264.4 (CanonPose)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • HandonH3WB
    Average MPJPE (mm)· 2024-06-03
    27.77
    best: 83.4 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • Pose EstimationonH3WB
    MPJPE· 2024-06-03
    45.39
    best: 264.4 (CanonPose)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • Pose EstimationonH3WB
    Average MPJPE (mm)· 2024-06-03
    27.77
    best: 83.4 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • Facial Landmark DetectiononH3WB
    Average MPJPE (mm)· 2024-06-03
    15.95
    best: 34 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • Face ReconstructiononH3WB
    Average MPJPE (mm)· 2024-06-03
    15.95
    best: 34 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • 3D Face ReconstructiononH3WB
    Average MPJPE (mm)· 2024-06-03
    15.95
    best: 34 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • 3D Hand Pose EstimationonH3WB
    Average MPJPE (mm)· 2024-06-03
    27.77
    best: 83.4 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196

Methodology3 results

  • 3DonH3WB
    MPJPE· 2024-06-03
    45.39
    best: 264.4 (CanonPose)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • 3DonH3WB
    Average MPJPE (mm)· 2024-06-03
    27.77
    best: 83.4 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • 3DonH3WB
    Average MPJPE (mm)· 2024-06-03
    15.95
    best: 83.4 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196

Audio2 results

  • 1 Image, 2*2 StitchionH3WB
    MPJPE· 2024-06-03
    45.39
    best: 264.4 (CanonPose)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196
  • 1 Image, 2*2 StitchionH3WB
    Average MPJPE (mm)· 2024-06-03
    27.77
    best: 83.4 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196

Music1 result

  • Facial Recognition and ModellingonH3WB
    Average MPJPE (mm)· 2024-06-03
    15.95
    best: 34 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196

Graphs1 result

  • Hand Pose EstimationonH3WB
    Average MPJPE (mm)· 2024-06-03
    27.77
    best: 83.4 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196

Medical1 result

  • 3D Face ModellingonH3WB
    Average MPJPE (mm)· 2024-06-03
    15.95
    best: 34 (SimpleBaseline)
    3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance InformationarXiv:2406.01196