Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing

Benchmark Model Rank Results
graph-classification-on-reddit-bCRaWl#1Accuracy: 93.15
graph-property-prediction-on-ogbg-molpcbaCRaWl#8Test AP: 0.2986 ± 0.0025Ext. data: NoValidation AP: 0.3075 ± 0.0020
graph-regression-on-zincCRaWl+VN#16MAE: 0.088
graph-regression-on-zincCRaWl#19MAE: 0.101
graph-regression-on-zinc-500kCRaWl+VN#16MAE: 0.088
graph-regression-on-zinc-500kCRaWl#21MAE: 0.101