Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks

Benchmark Model Rank Results
graph-classification-on-collabMEWISPool#14Accuracy: 79.66%
graph-classification-on-ddMEWISPool#2Accuracy: 84.33%
graph-classification-on-frankensteinMEWISPool#1Accuracy: 73.46
graph-classification-on-imdb-bMEWISPool#4Accuracy: 82.13%
graph-classification-on-imdb-mMEWISPool#4Accuracy: 56.23%
graph-classification-on-mutagMEWISPool#2Accuracy: 96.66%
graph-classification-on-mutagenicityMEWISPool#4Accuracy: 80.66
graph-classification-on-proteinsMEWISPool#7Accuracy: 80.71%