Optimization of Graph Neural Networks with Natural Gradient Descent

Benchmark Model Rank Results
node-classification-on-citeseerSSP#1Accuracy: 80.52 ± 0.14
node-classification-on-citeseer-with-publicSSP#8Accuracy: 74.28 ± 0.67%
node-classification-on-coraSSP#1Accuracy: 90.16% ± 0.59%
node-classification-on-cora-with-public-splitSSP#25Accuracy: 82.84 ± 0.87%
node-classification-on-pubmedSSP#6Accuracy: 89.36 ± 0.57
node-classification-on-pubmed-with-publicSSP#16Accuracy: 80.06 ± 0.34%