Hit Identification on HIV-Hi Lo-Hi benchmark
15.8AUPRCHyformer
Evaluation results
| Method | Links | |
|---|---|---|
| HyformerTraining Strategy=Joint pre-training2025.04 | 15.8 | |
| HyformerTraining Strategy=no-joint (MLM loss only)2025.04 | 15.4 | |
| Chemprop2025.04 | 14.8 | |
| Graphormer2025.04 | 9.6 | |
| GBMolecular Descriptor=ECFP42025.04 | 8 | |
| KNNMolecular Descriptor=MACCS2025.04 | 7.2 | |
| KNNMolecular Descriptor=ECFP42025.04 | 6.7 | |
| GBMolecular Descriptor=MACCS2025.04 | 5.8 | |
| MLPMolecular Descriptor=MACCS2025.04 | 5.2 | |
| MLPMolecular Descriptor=ECFP42025.04 | 4.9 | |
| SVMMolecular Descriptor=MACCS2025.04 | 4.2 | |
| Dummy baseline2025.04 | 4 | |
| SVMMolecular Descriptor=ECFP42025.04 | 4 |