Drug-Target Interaction on BindingDB
96.4AUROCBioT5+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioT5+Model Type=Multi-task Generalist2024.02 | 96.4 | — | — | |
| BioT5+Model Category=Multi-task Generalist Models2024.02 | 96.4 | 95.2 | 90.6 | |
| BioT5Model Type=Single-task Specialist2024.02 | 96.3 | — | — | |
| BioT5Model Category=Single-task Specialist Models2024.02 | 96.3 | 95.2 | 90.7 | |
| DrugBANModel Type=Single-task Specialist2024.02 | 96 | — | — | |
| DrugBANModel Category=Single-task Specialist Models2024.02 | 96 | 94.8 | 90.4 | |
| MolTransModel Type=Single-task Specialist2024.02 | 95.2 | — | — | |
| MolTransModel Category=Single-task Specialist Models2024.02 | 95.2 | 93.6 | 88.7 | |
| GraphDTAModel Type=Single-task Specialist2024.02 | 95.1 | — | — | |
| GraphDTAModel Category=Single-task Specialist Models2024.02 | 95.1 | 93.4 | 88.8 | |
| DeepConv-DTIModel Type=Single-task Specialist2024.02 | 94.5 | — | — | |
| DeepConv-DTIModel Category=Single-task Specialist Models2024.02 | 94.5 | 92.5 | 88.2 | |
| RFModel Type=Single-task Specialist2024.02 | 94.2 | — | — | |
| RFModel Category=Single-task Specialist Models2024.02 | 94.2 | 92.1 | 88 | |
| SVMModel Type=Single-task Specialist2024.02 | 93.9 | — | — | |
| SVMModel Category=Single-task Specialist Models2024.02 | 93.9 | 92.8 | 82.5 |