To quantify accuracy, we define pairwise accuracy similarly to the method used in the alkane paper. Pairwise accuracy is calculated as the ratio of correctly ranked stability pairs predicted by the model to the total number of unique pairs n C 2 . When comparing experimental data with model predictions, cases where the ground truth stability falls within the experimental mean absolute error (MAE) range are not penalized in the accuracy calculation to account for experimental errors.