| Benchmark | Model | Rank | Results |
|---|---|---|---|
| graph-property-prediction-on-ogbg-molhiv | SigGate-GT | #2 | Test ROC-AUC: 0.8247 |
| graph-regression-on-peptides-struct | SigGate-GT | #4 | MAE: 0.2431 |
| graph-regression-on-zinc-500k | SigGate-GT | #5 | MAE: 0.059 |
| graph-property-prediction-on-ogbg-molpcba | SigGate-GT | #9 | Test AP: 0.2984 |
| graph-classification-on-peptides-func | SigGate-GT | #17 | AP: 0.6947 |