The fact that the relationship between ID and OOD performance is dependent on and 1 Slopes of linear fits between ID and OOD performance (ROC-AUC and accuracy) for all model types (classical ML and GNNs). The R-squared values (R 2 ), representing the goodness of fit for each linear regression, are shown in parentheses.