Point Cloud Segmentation on PointCloud-C

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mean Corruption Error (mCE) 낮을수록 좋음

Rank	Model	mean Corruption Error (mCE)	Paper	Code	Year
1	GDANet	0.923	Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud	mutianxu/GDANet · yossilevii100/refocusing · yossilevii100/critical_points2	2020
2	PointMAE	0.927	Masked Autoencoders for Point Cloud Self-supervised Learning	Pang-Yatian/Point-MAE · lmd0311/pointmamba · vvrpanda/exppoint-mae · +1	2022
2	PAConv	0.927	PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds	PaddlePaddle/Paddle3D · CVMI-Lab/PAConv	2021
4	PointMLP	0.977	Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework	ma-xu/pointmlp-pytorch	2022
4	OcCo-DGCNN	0.977	Unsupervised Point Cloud Pre-Training via Occlusion Completion	hansen7/OcCo	2020
6	DGCNN	1.000	Dynamic Graph CNN for Learning on Point Clouds	WangYueFt/dgcnn · vinits5/learning3d · AnTao97/dgcnn.pytorch · +18	2018
7	PointTransformers	1.049	Point Transformer	Pointcept/Pointcept · isl-org/Open3D-ML · qq456cvb/Point-Transformers · +21	2020
8	PointNet++	1.112	PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space	yanx27/Pointnet_Pointnet2_pytorch · charlesq34/pointnet2 · facebookresearch/votenet · +65	2017
9	OcCo-PointNet	1.130	Unsupervised Point Cloud Pre-Training via Occlusion Completion	hansen7/OcCo	2020
10	OcCo-PCN	1.173	Unsupervised Point Cloud Pre-Training via Occlusion Completion	hansen7/OcCo	2020
11	PointNet	1.178	PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation	charlesq34/pointnet · fxia22/pointnet.pytorch · WangYueFt/dgcnn · +107	2016