OpenCodePapers

node-classification-on-citeseer-1

Node Classification
Dataset Link
Results over time
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PaperCodeAccuracyModelNameReleaseDate
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes✓ Link70.1%VCHN2022-03-17
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link69.03%Truncated Krylov2019-06-05
Mutual Teaching for Graph Convolutional Networks✓ Link68.9%MT-GCN2020-09-02
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link67.07%Snowball (linear + tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link65.85%Snowball (linear)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link64.23%Snowball (tanh)2019-06-05
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link63.3 ± 1.8AdaLanczosNet2019-01-06
Diffusion-Convolutional Neural Networks✓ Link62.2%DCNN2015-11-06
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link61.3 ± 3.9LanczosNet2019-01-06
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering✓ Link59.4%ChebyNet2016-06-30
Gated Graph Sequence Neural Networks✓ Link56.0%GGNN2015-11-17
Convolutional Networks on Graphs for Learning Molecular Fingerprints✓ Link54.3%GCN-FP2015-09-30
Inductive Representation Learning on Large Graphs✓ Link51.0%GraphSAGE2017-06-07
Graph Attention Networks✓ Link46.5%GAT2017-10-30
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