InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization

Benchmark Model Rank Results
graph-classification-on-imdb-bInfoGraph#31Accuracy: 73.03%
graph-classification-on-imdb-mInfoGraph#25Accuracy: 49.69%
graph-classification-on-mutagInfoGraph#26Accuracy: 89.01%
graph-classification-on-ptcInfoGraph#26Accuracy: 61.65