Therapeutics Data Commons on tdcommons
Metric: TDC.BBB_Martins (higher is better)
Metric: TDC.BBB_Martins (higher is better)
| # | Model↕ | TDC.BBB_Martins▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | XGBoost | 0.905 | No | Accurate ADMET Prediction with XGBoost | 2022-04-15 | Code |
| 2 | AttrMasking | 0.892 | No | Therapeutics Data Commons: Machine Learning Data... | 2021-02-18 | Code |
| 3 | MLP-RDKit2D | 0.889 | No | Therapeutics Data Commons: Machine Learning Data... | 2021-02-18 | Code |
| 4 | AttentiveFP | 0.855 | No | Therapeutics Data Commons: Machine Learning Data... | 2021-02-18 | Code |
| 5 | GCN | 0.842 | No | Therapeutics Data Commons: Machine Learning Data... | 2021-02-18 | Code |
| 6 | Galactica-GAL-120B | 0.661 | No | Galactica: A Large Language Model for Science | 2022-11-16 | Code |
| 7 | Galactica-GAL-1.3B | 0.604 | No | Galactica: A Large Language Model for Science | 2022-11-16 | Code |
| 8 | Galactica-GAL-30B | 0.596 | No | Galactica: A Large Language Model for Science | 2022-11-16 | Code |
| 9 | Galactica-GAL-6.7B | 0.535 | No | Galactica: A Large Language Model for Science | 2022-11-16 | Code |
| 10 | Galactica-GAL-125M | 0.393 | No | Galactica: A Large Language Model for Science | 2022-11-16 | Code |