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Models/KTPFormer (T=243)

KTPFormer (T=243)

Reported on 8 benchmarks across 4 tasks · 1 paper

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

Computer Vision4 results

  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2024-03-31
    33
    best: 131.7 (Rhodin et al.)
    KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationarXiv:2404.00658
  • 3D Human Pose EstimationonHuman3.6M
    PA-MPJPE· 2024-03-31
    26.2
    best: 80.7 (SMPLify (dense))
    KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationarXiv:2404.00658
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2024-03-31
    33
    best: 131.7 (Rhodin et al.)
    KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationarXiv:2404.00658
  • Pose EstimationonHuman3.6M
    PA-MPJPE· 2024-03-31
    26.2
    best: 80.7 (SMPLify (dense))
    KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationarXiv:2404.00658

Methodology2 results

  • 3DonHuman3.6M
    Average MPJPE (mm)· 2024-03-31
    33
    best: 131.7 (Rhodin et al.)
    KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationarXiv:2404.00658
  • 3DonHuman3.6M
    PA-MPJPE· 2024-03-31
    26.2
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationarXiv:2404.00658

Audio2 results

  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2024-03-31
    33
    best: 131.7 (Rhodin et al.)
    KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationarXiv:2404.00658
  • 1 Image, 2*2 StitchionHuman3.6M
    PA-MPJPE· 2024-03-31
    26.2
    best: 80.7 (SMPLify (dense))
    KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationarXiv:2404.00658