Quantitative Structure-Activity Relationship (QSAR) models predict the biological activity of chemical compounds based on their chemical structure. QSAR models represent a subset of broader quantitative structure-property relationship (QSPR) approaches, which encompass predictions of various molecular properties beyond bioactivity. These property predictors are commonly integrated into scoring functions to expedite the discovery of drug candidates and circumvent challenges in directly optimizing wet-lab measurements of target properties .