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Models/Multi-task learning + viewpoint invariance

Multi-task learning + viewpoint invariance

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision2 results

  • Pose EstimationonITOP top-view
    Mean mAP· 2016-03-23
    75.5
    best: 86.92 (DECA-D3)
    SOTA
    Towards Viewpoint Invariant 3D Human Pose EstimationarXiv:1603.07076
  • Pose Estimationon ITOP front-view
    Mean mAP· 2016-03-23
    77.4
    best: 93.38 (AdaPose)
    SOTA
    Towards Viewpoint Invariant 3D Human Pose EstimationarXiv:1603.07076

Methodology2 results

  • 3DonITOP top-view
    Mean mAP· 2016-03-23
    75.5
    best: 86.92 (DECA-D3)
    SOTA
    Towards Viewpoint Invariant 3D Human Pose EstimationarXiv:1603.07076
  • 3Don ITOP front-view
    Mean mAP· 2016-03-23
    77.4
    best: 93.38 (AdaPose)
    SOTA
    Towards Viewpoint Invariant 3D Human Pose EstimationarXiv:1603.07076

Audio2 results

  • 1 Image, 2*2 StitchionITOP top-view
    Mean mAP· 2016-03-23
    75.5
    best: 86.92 (DECA-D3)
    SOTA
    Towards Viewpoint Invariant 3D Human Pose EstimationarXiv:1603.07076
  • 1 Image, 2*2 Stitchion ITOP front-view
    Mean mAP· 2016-03-23
    77.4
    best: 93.38 (AdaPose)
    SOTA
    Towards Viewpoint Invariant 3D Human Pose EstimationarXiv:1603.07076