Drug-Target Interaction Prediction on Human
0.989AUROCBioT5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioT5Model Category=Single-task Specialist Models2024.02 | 0.989 | 0.985 | — | |
| BioT52023.10 | 0.989 | 0.985 | — | |
| TriMod-DTI2026.05 | 0.988 | 0.986 | 0.945 | |
| BioT5+Model Category=Multi-task Generalist Models2024.02 | 0.987 | 0.985 | — | |
| DrugBANModel Category=Single-task Specialist Models2024.02 | 0.982 | 0.98 | — | |
| DrugBAN2023.10 | 0.982 | 0.98 | — | |
| GraphDTAModel Category=Single-task Specialist Models2024.02 | 0.981 | 0.982 | — | |
| GraphDTA2023.10 | 0.981 | 0.982 | — | |
| CSCL-DTI2026.05 | 0.981 | 0.981 | 0.943 | |
| MGMA-DTI2026.05 | 0.981 | 0.981 | 0.942 | |
| DeepConv-DTIModel Category=Single-task Specialist Models2024.02 | 0.98 | 0.981 | — | |
| MolTransModel Category=Single-task Specialist Models2024.02 | 0.98 | 0.978 | — | |
| DeepConv-DTI2023.10 | 0.98 | 0.981 | — | |
| MolTrans2023.10 | 0.98 | 0.978 | — | |
| IIFDTI2026.05 | 0.98 | 0.982 | 0.914 | |
| Mutual-DTI2026.05 | 0.973 | 0.976 | 0.907 | |
| RFModel Category=Single-task Specialist Models2024.02 | 0.952 | 0.953 | — | |
| RF2023.10 | 0.952 | 0.953 | — | |
| GraphDTA2026.05 | 0.947 | 0.943 | 0.884 | |
| SVMModel Category=Single-task Specialist Models2024.02 | 0.94 | 0.92 | — | |
| SVM2023.10 | 0.94 | 0.92 | — | |
| TransformerCPI2026.05 | 0.928 | 0.929 | 0.832 |