Mutual Information Maximization in Graph Neural Networks

Benchmark Model Rank Results
graph-classification-on-collabsGIN#9Accuracy: 80.71%
graph-classification-on-imdb-bsGIN#13Accuracy: 77.94%
graph-classification-on-imdb-msGIN#6Accuracy: 54.52%
graph-classification-on-mutagsGIN#6Accuracy: 94.14%
graph-classification-on-nci1sGIN#20Accuracy: 83.85%
graph-classification-on-proteinssGIN#12Accuracy: 78.97%
graph-classification-on-ptcsGIN#5Accuracy: 73.56%
link-prediction-on-pubmedsGraphite-VAE#9AUC: 94.8%AP: 96.3%