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Models/CurveNet

CurveNet

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

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

Computer Vision3 results

Shape Representation Of 3D Point CloudsonModelNet40
Overall Accuracy· 2021-05-04
94.2
best: 95.3 (PointGST)
SOTA
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis arXiv:2105.01288
3D Point Cloud ClassificationonModelNet40
Overall Accuracy· 2021-05-04
94.2
best: 95.3 (PointGST)
SOTA
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis arXiv:2105.01288
3D Point Cloud ReconstructiononModelNet40
Overall Accuracy· 2021-05-04
94.2
best: 95.3 (PointGST)
SOTA
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis arXiv:2105.01288

Medical1 result

Semantic SegmentationonShapeNet-Part
Instance Average IoU· 2021-05-04
86.8
best: 89.1 (GeomGCNN)
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis arXiv:2105.01288

Graphs1 result

Point Cloud ClassificationonPointCloud-C
mean Corruption Error (mCE)· 2021-05-04
0.927
best: 0.455 (BeyondRPC)
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis arXiv:2105.01288

Audio1 result

10-shot image generationonShapeNet-Part
Instance Average IoU· 2021-05-04
86.8
best: 89.1 (GeomGCNN)
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis arXiv:2105.01288