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Caco-2 cell permeability from structure
Predict a drug’s Caco-2 cell effective permeability from its SMILES string; TDC scores mean absolute error.
| 1 | { |
| 2 | "domain": "life-health", |
| 3 | "topics": [ |
| 4 | "drug-discovery" |
| 5 | ], |
| 6 | "type": "algorithm", |
| 7 | "benchmark": { |
| 8 | "task": "Predict Caco-2 cell effective permeability from a SMILES string", |
| 9 | "metric": { |
| 10 | "name": "MAE (log cm/s)", |
| 11 | "better": "lower" |
| 12 | }, |
| 13 | "baseline": { |
| 14 | "name": "Top of the TDC leaderboard (CaliciBoost)", |
| 15 | "score": 0.256 |
| 16 | } |
| 17 | }, |
| 18 | "source": { |
| 19 | "key": "tdc-admet", |
| 20 | "name": "Therapeutics Data Commons ADMET benchmark group", |
| 21 | "url": "https://tdcommons.ai/benchmark/admet_group/01caco2/", |
| 22 | "id": "Caco2_Wang", |
| 23 | "curator": "Therapeutics Data Commons (Harvard)", |
| 24 | "poser": "Wang et al.", |
| 25 | "status": "open", |
| 26 | "as_of": "2026-10-20", |
| 27 | "catalog": "0521c19bbd38" |
| 28 | } |
| 29 | } |