SOTAVerified

Point Cloud Classification

Point Cloud Classification is a task involving the classification of unordered 3D point sets (point clouds).

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 171–180 of 265 papers

TitleStatusHype
3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation—0
SimpleView++: Neighborhood Views for Point Cloud ClassificationCode0
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification—0
Boosting Point-BERT by Multi-choice TokensCode0
Explaining Deep Neural Networks for Point Clouds using Gradient-based Visualisations—0
Enhancing Local Feature Learning Using Diffusion for 3D Point Cloud Understanding—0
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces—0
AGConv: Adaptive Graph Convolution on 3D Point CloudsCode0
Transformers in 3D Point Clouds: A Survey—0
Topologically Persistent Features-based Object Recognition in Cluttered Indoor Environments—0
Show:102550
← PrevPage 18 of 27Next →
All datasetsPointCloud-CISPRS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PointNetmean Corruption Error (mCE)1.42—Unverified
2WOLFMix (PointNet)mean Corruption Error (mCE)1.18—Unverified
3PointNetmean Corruption Error (mCE)1.18—Unverified
4RSCNNmean Corruption Error (mCE)1.13—Unverified
5PAConvmean Corruption Error (mCE)1.1—Unverified
6SimpleViewmean Corruption Error (mCE)1.05—Unverified
7OcCo-DGCNNmean Corruption Error (mCE)1.05—Unverified
8PointMixUp (PointNet++)mean Corruption Error (mCE)1.03—Unverified
9DGCNNmean Corruption Error (mCE)1—Unverified
10OcCo-DGCNNmean Corruption Error (mCE)0.98—Unverified
#ModelMetricClaimedVerifiedStatus
1OursAverage F182.8—Unverified