OpenCodePapers

node-classification-on-pubmed-01

Node Classification
Dataset Link
Results over time
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PaperCodeAccuracyModelNameReleaseDate
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link77.21%Truncated Krylov2019-06-05
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes✓ Link76.8%VCHN2022-03-17
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link75.30%Snowball (linear + tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link74.40%Snowball (tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link73.83%Snowball (linear)2019-06-05
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link73.4 ± 5.1LanczosNet2019-01-06
Diffusion-Convolutional Neural Networks✓ Link73.1%DCNN2015-11-06
Mutual Teaching for Graph Convolutional Networks✓ Link73.1%MT-GCN2020-09-02
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link72.8 ± 4.6AdaLanczosNet2019-01-06
Gated Graph Sequence Neural Networks✓ Link70.4%GGNN2015-11-17
Convolutional Networks on Graphs for Learning Molecular Fingerprints✓ Link70.3%GCN-FP2015-09-30
Inductive Representation Learning on Large Graphs✓ Link65.4%GraphSAGE2017-06-07
Graph Attention Networks✓ Link59.6%GAT2017-10-30
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering✓ Link55.2%ChebyNet2016-06-30
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