Graph convolutions that can finally model local structure

Benchmark Model Rank Results
graph-property-prediction-on-ogbg-molpcbaGINE+ w/ APPNP#11Test AP: 0.2979 ± 0.0030Ext. data: NoValidation AP: 0.3126 ± 0.0023…
graph-property-prediction-on-ogbg-molpcbaGINE+ w/ virtual nodes#15Test AP: 0.2917 ± 0.0015Ext. data: NoValidation AP: 0.3065 ± 0.0030…