| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Molecular property prediction | Lipo 4199 graphs (test) | RMSE0.58 | 11 | |
| Regression | Lipo (scaffold split) | RMSE0.65 | 9 | |
| drug absorption property prediction | Lipo | MAE0.541 | 5 | |
| Graph-level Regression | Lipo MoleculeNet | R20.81 | 4 |