| Benchmark | Model | Rank | Results |
|---|---|---|---|
| drug-discovery-on-lit-pcba-aldh1 | EGT+TGT-At-DP | #1 | AUC: 0.806 |
| drug-discovery-on-lit-pcba-kat2a | EGT+TGT-At-DP | #1 | AUC: 0.746 |
| drug-discovery-on-lit-pcba-mapk1 | EGT+TGT-At-DP | #1 | AUC: 0.743 |
| graph-property-prediction-on-ogbg-molpcba | TGT-Ag+TGT-At-DP | #1 | Test AP: 0.3167 ± 0.0031Ext. data: YesNumber of params: 47000000 |
| graph-regression-on-pcqm4mv2-lsc | TGT-At | #3 | Validation MAE: 0.0671Test MAE: 0.0683 |
| link-prediction-on-tsp-hcp-benchmark-set | TGT-Agx4 | #1 | F1: 0.871 |