In a final evaluation, we employed the molecule distinction methodology on real misassigned molecular spectra from literature, curated by Sarotti et al. The tested dataset includes a wide variety The findings highlight the significant role of the appropriate DFT methodology in the performance of simulation techniques. Notably, the two processing methodologies implemented by Sarotti et al.