面向点云理解的双邻域图卷积方法
李宗民,徐畅,白云,鲜世洋,戎光彩

Dual-neighborhood graph convolution method for point cloud understanding
Zongmin LI,Chang XU,Yun BAI,Shiyang XIAN,Guangcai RONG
表 3 在ShapeNetPart基准上测试的分割结果
Tab.3 Segmentation result on ShapeNetPart benchmark
方法年份mIoUcls/%mIoUins/%
PointNet[7]201780.483.7
PointNet++[8]201781.985.1
KPConv[18]201985.086.2
DGCNN[13]201982.385.2
PointASNL[11]202086.1
PAConv[19]202184.686.1
CurveNet[41]202186.6
PointTransformer[31]202083.786.6
StratifiedFormer[16]202285.186.6
PointMLP[46]202284.686.1
Point2vec[47]202384.686.3
MKConv[45]202386.5
DNG-Net(本文方法)202484.786.7