| Benchmark | Model | Rank | Results |
|---|---|---|---|
| graph-classification-on-imdb-b | PIN | – | Accuracy: 76.6% |
| graph-classification-on-nci1 | PIN | – | Accuracy: 85.1% |
| graph-classification-on-nci109 | PIN | – | Accuracy: 84.0 |
| graph-classification-on-proteins | PIN | – | Accuracy: 78.8% |
| graph-property-prediction-on-ogbg-molhiv | PIN | – | Test ROC-AUC: 0.7944 ± 1.40 |
| graph-regression-on-zinc | PIN | – | MAE: 0.096 |