Unifying Graph Convolutional Neural Networks and Label Propagation

Benchmark Model Rank Results
node-classification-on-citeseerGCN-LPA#3Accuracy: 78.7 ± 0.6
node-classification-on-coauthor-csGCN-LPA#15Accuracy: 94.8 ± 0.4
node-classification-on-coraGCN-LPA#5Accuracy: 88.5% ± 1.5%
node-classification-on-pubmedGCN-LPA#12Accuracy: 87.8 ± 0.6