OpenCodePapers

node-classification-on-pubmed-005

Node Classification
Dataset Link
Results over time
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PaperCodeAccuracyModelNameReleaseDate
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes✓ Link74.3%VCHN2022-03-17
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link72.57%Truncated Krylov2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link70.04%Snowball (linear)2019-06-05
Mutual Teaching for Graph Convolutional Networks✓ Link69.5%MT-GCN2020-09-02
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link69.45%Snowball (linear + tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link68.99%Snowball (tanh)2019-06-05
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link68.8 ± 5.6LanczosNet2019-01-06
Diffusion-Convolutional Neural Networks✓ Link66.7%DCNN2015-11-06
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link66%AdaLanczosNet2019-01-06
Gated Graph Sequence Neural Networks✓ Link63.3%GGNN2015-11-17
Convolutional Networks on Graphs for Learning Molecular Fingerprints✓ Link63.2%GCN-FP2015-09-30
Inductive Representation Learning on Large Graphs✓ Link53.0%GraphSAGE2017-06-07
Graph Attention Networks✓ Link50.4%GAT2017-10-30
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering✓ Link48.2%ChebyNet2016-06-30
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