OpenCodePapers

node-classification-on-citeseer-05

Node Classification
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PaperCodeAccuracyModelNameReleaseDate
Mutual Teaching for Graph Convolutional Networks✓ Link67.7%MT-GCN2020-09-02
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes✓ Link65.6%VCHN2022-03-17
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link64.64%Truncated Krylov2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link62.05%Snowball (tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link61.99%Snowball (linear + tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link59.41%Snowball (linear)2019-06-05
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link53.8 ± 4.7AdaLanczosNet2019-01-06
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link53.2 ± 4.0LanczosNet2019-01-06
Diffusion-Convolutional Neural Networks✓ Link53.1%DCNN2015-11-06
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering✓ Link45.3%ChebyNet2016-06-30
Gated Graph Convolutional Recurrent Neural Networks✓ Link44.3%GGNN2019-03-05
Convolutional Networks on Graphs for Learning Molecular Fingerprints✓ Link43.9%GCN-FP2015-09-30
Graph Attention Networks✓ Link38.2%GAT2017-10-30
Inductive Representation Learning on Large Graphs✓ Link33.8%GraphSAGE2017-06-07
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