OpenCodePapers

3d-point-cloud-classification-on-intra

3D Point Cloud Reconstruction3D Point Cloud Classification
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PaperCodeF1 score (5-fold)ModelNameReleaseDate
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis✓ Link0.9363DMedPT2021-12-09
PCT: Point cloud transformer✓ Link0.914PCT2020-12-17
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds✓ Link0.906PAConv2021-03-26
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space✓ Link0.903PointNet++2017-06-07
PointConv: Deep Convolutional Networks on 3D Point Clouds✓ Link0.883PointConv2018-11-17
PointCNN: Convolution On X-Transformed Points✓ Link0.875PointCNN2018-12-01
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters✓ Link0.872SpiderCNN2018-03-30
Geometry Sharing Network for 3D Point Cloud Classification and Segmentation✓ Link0.872GS-Net2019-12-23
SO-Net: Self-Organizing Network for Point Cloud Analysis✓ Link0.868SO-Net2018-03-12
Adaptive Graph Convolution for Point Cloud Analysis✓ Link0.858AdaptConv2021-08-18
Dynamic Graph CNN for Learning on Point Clouds✓ Link0.738DGCNN2018-01-24
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation✓ Link0.684PointNet2016-12-02
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