Table 2.
Dataset | Task | Proteins | Drugs | Interactions | Density (%) | |
---|---|---|---|---|---|---|
Negatives | Positives | |||||
Davis | Regression | 442 | 68 | 30 056 | 100 | |
KIBA | Regression | 229 | 2068 | 117 657 | 24,84 | |
Metz | Regression | 170 | 1423 | 35 259 | 14,57 | |
CASF-2016 | Regression | 15 | 57 | 57 | 6.6 | |
DUD-E Diverse | Classification | 7 | 108 212 | 107 590 | 1759 | 14,43 |
BindingDB | Classification | 813 | 49 752 | 27 493 | 33 777 | 0,15 |