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/Point-PlaneNet

Point-PlaneNet

Reported on 16 benchmarks across 5 tasks

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 CloudsonModelNet40
    Mean Accuracy
    90.5
    best: 92.4 (ULIP + PointMLP)
  • Shape Representation Of 3D Point CloudsonModelNet40
    Overall Accuracy
    92.1
    best: 95.3 (PointGST)
  • 3D Point Cloud ClassificationonModelNet40
    Mean Accuracy
    90.5
    best: 92.4 (ULIP + PointMLP)
  • 3D Point Cloud ClassificationonModelNet40
    Overall Accuracy
    92.1
    best: 95.3 (PointGST)
  • 3D Point Cloud ReconstructiononModelNet40
    Mean Accuracy
    90.5
    best: 92.4 (ULIP + PointMLP)
  • 3D Point Cloud ReconstructiononModelNet40
    Overall Accuracy
    92.1
    best: 95.3 (PointGST)

Medical5 results

  • Semantic SegmentationonShapeNet
    Mean IoU
    85.1
  • Semantic SegmentationonS3DIS
    Mean IoU
    54.8
    best: 82.3 (Sonata + PTv3)
  • Semantic SegmentationonS3DIS
    oAcc
    83.9
    best: 93.3 (Sonata + PTv3)
  • Semantic SegmentationonShapeNet-Part
    Class Average IoU
    82.5
    best: 87.7 (Feature Geometric Net (FG-Net))
  • Semantic SegmentationonShapeNet-Part
    Instance Average IoU
    85.1
    best: 89.1 (GeomGCNN)

Audio5 results

  • 10-shot image generationonShapeNet
    Mean IoU
    85.1
  • 10-shot image generationonS3DIS
    Mean IoU
    54.8
    best: 82.3 (Sonata + PTv3)
  • 10-shot image generationonS3DIS
    oAcc
    83.9
    best: 93.3 (Sonata + PTv3)
  • 10-shot image generationonShapeNet-Part
    Class Average IoU
    82.5
    best: 87.7 (Feature Geometric Net (FG-Net))
  • 10-shot image generationonShapeNet-Part
    Instance Average IoU
    85.1
    best: 89.1 (GeomGCNN)