OpenCodePapers

node-classification-on-cora-1

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
Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework✓ Link80.24%CPF-ind-APPNP2021-03-04
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link78.15%Truncated Krylov2019-06-05
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes✓ Link78.1%VHCN2022-03-17
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link74.79%Snowball (linear + tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link74.78%Snowball (tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link73.10%Snowball (linear)2019-06-05
Mutual Teaching for Graph Convolutional Networks✓ Link73.1%MT-GCN2020-09-02
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link67.5 ± 8.7AdaLanczosNet2019-01-06
Diffusion-Convolutional Neural Networks✓ Link66.4%DCNN2015-11-06
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link66.1 ± 8.2LanczosNet2019-01-06
Gated Graph Sequence Neural Networks✓ Link60.5%GGNN2015-11-17
Convolutional Networks on Graphs for Learning Molecular Fingerprints✓ Link59.6%GCN-FP2015-09-30
Inductive Representation Learning on Large Graphs✓ Link49.0%GraphSAGE2017-06-07
Graph Attention Networks✓ Link48.6%GAT2017-10-30
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering✓ Link44.2%ChebyNet2016-06-30
Check out how to contribute new results.