TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/PCT

PCT

Reported on 7 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision6 results

  • Shape Representation Of 3D Point CloudsonIntrA
    F1 score (5-fold)· 2020-12-17
    0.914
    best: 0.936 (3DMedPT)
    SOTA
    PCT: Point cloud transformerarXiv:2012.09688
  • 3D Point Cloud ClassificationonIntrA
    F1 score (5-fold)· 2020-12-17
    0.914
    best: 0.936 (3DMedPT)
    SOTA
    PCT: Point cloud transformerarXiv:2012.09688
  • 3D Point Cloud ReconstructiononIntrA
    F1 score (5-fold)· 2020-12-17
    0.914
    best: 0.936 (3DMedPT)
    SOTA
    PCT: Point cloud transformerarXiv:2012.09688
  • Shape Representation Of 3D Point CloudsonModelNet40-C
    Error Rate· 2020-12-17
    0.255
    best: 0.142 (OmniVec2)
    PCT: Point cloud transformerarXiv:2012.09688
  • 3D Point Cloud ClassificationonModelNet40-C
    Error Rate· 2020-12-17
    0.255
    best: 0.142 (OmniVec2)
    PCT: Point cloud transformerarXiv:2012.09688
  • 3D Point Cloud ReconstructiononModelNet40-C
    Error Rate· 2020-12-17
    0.255
    best: 0.142 (OmniVec2)
    PCT: Point cloud transformerarXiv:2012.09688

Graphs1 result

  • Point Cloud ClassificationonPointCloud-C
    mean Corruption Error (mCE)· 2020-12-17
    0.925
    best: 0.455 (BeyondRPC)
    SOTA
    PCT: Point cloud transformerarXiv:2012.09688