Dropout was used in both branches to prevent overfitting. The representations built by the compound and target analysis blocks were then merged and the information was passed through a softmax activation unit, which quantified the ligand-target pair activity probability. A schematic representation of the DL-based PCM model can be found in Figure of the Supporting Information, along with further details on the optimised hyperparameters.