Data Augmentation for Graph Neural Networks

Benchmark Model Rank Results
node-classification-on-blogcatalog-1GCN+GAugM#3Accuracy: 77.6
node-classification-on-citeseer-with-publicGCN+GAugO#18Accuracy: 73.3 ± 1.1
node-classification-on-cora-with-public-splitGCN+GAugO#16Accuracy: 83.6 ± 0.5%
node-classification-on-flickrGCN+GAugM (Zhao et al., 2021)#1Accuracy: 0.682