Fast Graph Representation Learning with PyTorch Geometric

Benchmark Model Rank Results
graph-classification-on-collabGCN#10Accuracy: 80.6%
graph-classification-on-imdb-bGIN-0#35Accuracy: 72.8%
graph-classification-on-mutagGIN-0#55Accuracy: 85.7%
graph-classification-on-proteinsDiffPool#59Accuracy: 75.1%
graph-classification-on-reddit-bDiffPool#4Accuracy: 92.1
node-classification-on-citeseerAPPNP#49Accuracy: 70.0 ± 1.4
node-classification-on-coraAPPNP#42Accuracy: 82.2% ± 1.5%
node-classification-on-pubmedAPPNP#37Accuracy: 79.4 ± 2.2