OpenCodePapers

node-classification-on-pubmed-003

Node Classification
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeAccuracyModelNameReleaseDate
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes✓ Link71.8%VCHN2022-03-17
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link71.11%Truncated Krylov2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link68.12%Snowball (linear)2019-06-05
Mutual Teaching for Graph Convolutional Networks✓ Link65.5%MT-GCN2020-09-02
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link62.61%Snowball (tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link61.94%Snowball (linear + tanh)2019-06-05
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link61%AdaLanczosNet2019-01-06
Diffusion-Convolutional Neural Networks✓ Link60.9%DCNN2015-11-06
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link60.4 ± 8.6LanczosNet2019-01-06
Convolutional Networks on Graphs for Learning Molecular Fingerprints✓ Link56.2%GCN-FP2015-09-30
Gated Graph Sequence Neural Networks✓ Link55.8%GGNN2015-11-17
Graph Attention Networks✓ Link50.9%GAT2017-10-30
Inductive Representation Learning on Large Graphs✓ Link45.4%GraphSAGE2017-06-07
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering✓ Link45.3%ChebyNet2016-06-30
Check out how to contribute new results.