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Models/PoseAug

PoseAug

Reported on 16 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 Vision10 results

  • 3D Human Pose EstimationonHuman3.6M
    Frames Needed· 2021-05-06
    1
    best: 300 (Sparseness Meets Deepness)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2021-05-06
    56.7
    best: 131.7 (Rhodin et al.)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 3D Human Pose EstimationonHuman3.6M
    Number of Frames Per View· 2021-05-06
    1
    best: 243 (VideoPose3D (T=243))
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 3D Human Pose EstimationonHuman3.6M
    Number of Views· 2021-05-06
    1
    best: 2 (Kocabas et al.)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 3D Human Pose EstimationonHuman3.6M
    Number of Frames Per View· 2021-05-06
    1
    best: 243 (VideoPose3D (T=243))
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • Pose EstimationonHuman3.6M
    Frames Needed· 2021-05-06
    1
    best: 300 (Sparseness Meets Deepness)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2021-05-06
    56.7
    best: 131.7 (Rhodin et al.)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • Pose EstimationonHuman3.6M
    Number of Frames Per View· 2021-05-06
    1
    best: 243 (VideoPose3D (T=243))
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • Pose EstimationonHuman3.6M
    Number of Views· 2021-05-06
    1
    best: 2 (Kocabas et al.)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • Pose EstimationonHuman3.6M
    Number of Frames Per View· 2021-05-06
    1
    best: 243 (VideoPose3D (T=243))
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465

Methodology5 results

  • 3DonHuman3.6M
    Frames Needed· 2021-05-06
    1
    best: 300 (Sparseness Meets Deepness)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 3DonHuman3.6M
    Average MPJPE (mm)· 2021-05-06
    56.7
    best: 131.7 (Rhodin et al.)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 3DonHuman3.6M
    Number of Frames Per View· 2021-05-06
    1
    best: 243 (VideoPose3D (T=243))
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 3DonHuman3.6M
    Number of Views· 2021-05-06
    1
    best: 2 (Kocabas et al.)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 3DonHuman3.6M
    Number of Frames Per View· 2021-05-06
    1
    best: 243 (VideoPose3D (T=243))
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465

Audio5 results

  • 1 Image, 2*2 StitchionHuman3.6M
    Frames Needed· 2021-05-06
    1
    best: 300 (Sparseness Meets Deepness)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2021-05-06
    56.7
    best: 131.7 (Rhodin et al.)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 1 Image, 2*2 StitchionHuman3.6M
    Number of Frames Per View· 2021-05-06
    1
    best: 243 (VideoPose3D (T=243))
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 1 Image, 2*2 StitchionHuman3.6M
    Number of Views· 2021-05-06
    1
    best: 2 (Kocabas et al.)
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465
  • 1 Image, 2*2 StitchionHuman3.6M
    Number of Frames Per View· 2021-05-06
    1
    best: 243 (VideoPose3D (T=243))
    PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationarXiv:2105.02465