Sitagliptin MPO: same properties, different molecule
Find molecules unlike sitagliptin that keep its formula, logP and polar surface area, in 10,000 calls.
| 1 | { |
| 2 | "domain": "chemistry-materials", |
| 3 | "topics": [ |
| 4 | "molecular-design" |
| 5 | ], |
| 6 | "type": "design", |
| 7 | "benchmark": { |
| 8 | "task": "Maximise the sitagliptin_mpo oracle within 10,000 calls", |
| 9 | "metric": { |
| 10 | "name": "AUC top-10 (10,000-call budget)", |
| 11 | "better": "higher" |
| 12 | }, |
| 13 | "baseline": { |
| 14 | "name": "Best in the PMO paper (Graph GA)", |
| 15 | "score": 0.433 |
| 16 | } |
| 17 | }, |
| 18 | "source": { |
| 19 | "key": "pmo", |
| 20 | "name": "PMO (Practical Molecular Optimization)", |
| 21 | "url": "https://github.com/wenhao-gao/mol_opt", |
| 22 | "id": "sitagliptin_mpo", |
| 23 | "curator": "Wenhao Gao, Tianfan Fu, Jimeng Sun and Connor W. Coley", |
| 24 | "poser": "Wenhao Gao, Tianfan Fu, Jimeng Sun and Connor W. Coley", |
| 25 | "status": "open benchmark, accepting new methods", |
| 26 | "as_of": "2026-10-20", |
| 27 | "catalog": "0521c19bbd38" |
| 28 | }, |
| 29 | "review": true, |
| 30 | "approval": "first-time" |
| 31 | } |