Subgraph Networks with Application to Structural Feature Space Expansion

Benchmark Model Rank Results
graph-classification-on-imdb-bDeep WL SGN(0,1,2)Accuracy: 75.70%
graph-classification-on-mutagDeep WL SGN(0,1,2)Accuracy: 93.68%
graph-classification-on-nci1Deep WL SGN(0,1,2)Accuracy: 70.26%
graph-classification-on-nci109Deep WL SGN(0,1,2)Accuracy: 71.06
graph-classification-on-proteinsDeep WL SGN(0,1,2)Accuracy: 76.78%
graph-classification-on-ptcDeep WL SGN(0,1,2)Accuracy: 65.88%