DrugOOD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DrugOOD IC50 measurement 13 (Scaffold)
0.691ROC AUC
12
DrugOOD IC50 measurement 13 (Assay)
72.11ROC-AUC
12
DrugOOD Size shift
0.858ROC-AUC
12
DrugOOD SCA shift
0.847ROC AUC
12
DrugOOD Assay shift
85.56ROC AUC
12
DrugOOD Ki-Size (test)
0.768ROC-AUC
8
DrugOOD Ki-Assay (test)
0.784ROC-AUC
8
DrugOOD (test)
73.73AUROC (Assay)
6
DrugOOD (val)
82.26AUROC (Assay)
6
DrugOOD ID (test)
92.94AUROC (Assay)
6
DrugOOD ID (val)
0.949AUROC (Assay)
6