| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Goal-directed molecular optimization | PMO | Amlodipine MPO2.972 | 24 | |
| Rediscovery | PMO-1K | Cele. Score0.867 | 12 | |
| Multi property optimization | PMO-1K | Amlo. Score85.6 | 12 | |
| Target property optimization | PMO benchmark | Albuterol Similarity99.4 | 9 | |
| Molecular Optimization | PMO-1k | Aggregate Score (22 Tasks)12.42 | 8 | |
| Molecular Optimization | PMO-300 | Albuterol Similarity89 | 7 | |
| Molecular Optimization | PMO benchmark | AUC Top-113.997 | 4 | |
| Molecular Optimization | PMO | DRD2 Diversity Score0.744 | 2 | |
| Molecular Optimization | PMO (Practical Molecular Optimization) | Albuterol Similarity0.471 | 2 |