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Models/PolyNet

PolyNet

Reported on 9 benchmarks across 6 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 Vision7 results

  • Shape Representation Of 3D Point CloudsonModelNet10
    Accuracy· 2021-10-15
    94.93
    SOTA
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882
  • 3D Object ClassificationonModelNet10
    Accuracy· 2021-10-15
    94.93
    SOTA
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882
  • 3D Point Cloud ClassificationonModelNet10
    Accuracy· 2021-10-15
    94.93
    SOTA
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882
  • 3D Point Cloud ReconstructiononModelNet10
    Accuracy· 2021-10-15
    94.93
    SOTA
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882
  • Shape Representation Of 3D Point CloudsonModelNet40
    Overall Accuracy· 2021-10-15
    92.42
    best: 95.3 (PointGST)
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882
  • 3D Point Cloud ClassificationonModelNet40
    Overall Accuracy· 2021-10-15
    92.42
    best: 95.3 (PointGST)
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882
  • 3D Point Cloud ReconstructiononModelNet40
    Overall Accuracy· 2021-10-15
    92.42
    best: 95.3 (PointGST)
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882

Methodology1 result

  • 3DonModelNet10
    Accuracy· 2021-10-15
    94.93
    SOTA
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882

Medical1 result

  • 3D ClassificationonModelNet10
    Accuracy· 2021-10-15
    94.93
    SOTA
    PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationarXiv:2110.07882