OpenCodePapers

node-classification-on-cora-3

Node Classification
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PaperCodeAccuracyModelNameReleaseDate
Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework✓ Link84.18%CPF-tra-GCNII2021-03-04
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes✓ Link83.1%VCHN2022-03-17
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link81.92%Truncated Krylov2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link80.96%Snowball (linear)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link80.72%Snowball (tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link79.52%Snowball (linear + tanh)2019-06-05
Mutual Teaching for Graph Convolutional Networks✓ Link78.5%MT-GCN2020-09-02
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link77.7 ± 2.4AdaLanczosNet2019-01-06
Diffusion-Convolutional Neural Networks✓ Link76.7%DCNN2015-11-06
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link76.3 ± 2.3LanczosNet2019-01-06
Gated Graph Sequence Neural Networks✓ Link73.1%GGNN2015-11-17
Convolutional Networks on Graphs for Learning Molecular Fingerprints✓ Link71.7%GCN-FP2015-09-30
Inductive Representation Learning on Large Graphs✓ Link64.2%GraphSAGE2017-06-07
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering✓ Link62.1%ChebyNet2016-06-30
Graph Attention Networks✓ Link56.8%GAT2017-10-30
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