Nested Graph Neural Networks

Benchmark Model Rank Results
graph-property-prediction-on-ogbg-molpcbaNested GIN+virtual node (ensemble)#6Test AP: 0.3007 ± 0.0037Ext. data: NoValidation AP: 0.3059 ± 0.0056…
graph-property-prediction-on-ogbg-molpcbaNested GIN+virtual node (ens)#7Test AP: 0.3007 ± 0.0037Validation AP: 0.3059 ± 0.0056
graph-property-prediction-on-ogbg-molpcbaNested GIN+virtual node#21Test AP: 0.2832 ± 0.0041Validation AP: 0.2915 ± 0.0035
graph-property-prediction-on-ogbg-molhivNested GIN+virtual node (ens)#15Test ROC-AUC: 0.7986 ± 0.0105Validation ROC-AUC: 0.8080 ± 0.0278
graph-property-prediction-on-ogbg-molhivNested GIN+virtual node#24Test ROC-AUC: 0.7834 ± 0.0186Validation ROC-AUC: 0.8317 ± 0.0199