These results convincingly show that it is possible to considerably boost elucidation accuracy by finetuning the model on simulated MS/MS spectra of structurally related or even identical molecules, at a certain price on unrelated molecules. Obtaining such a dataset is however extremely time consuming, as it requires substantial efforts to manually collect and elucidate hundreds or thousands of impurities.