Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks

Benchmark Model Rank Results
graph-classification-on-imdb-bk-GNN#25Accuracy: 74.2%
graph-classification-on-imdb-b3-WL Kernel#27Accuracy: 73.5%
graph-classification-on-imdb-m1-WL Kernel#13Accuracy: 51.5%
graph-classification-on-imdb-mk-GNN#26Accuracy: 49.5%
graph-classification-on-mutagGraphlet Kernel#39Accuracy: 87.7%
graph-classification-on-mutagk-GNN#52Accuracy: 86.1%
graph-classification-on-nci1WL-OA Kernel#5Accuracy: 86.1%
graph-classification-on-nci1k-GNN#45Accuracy: 76.2%
graph-classification-on-proteinsShortest-Path Kernel#40Accuracy: 76.4%
graph-classification-on-proteinsk-GNN#50Accuracy: 75.9%