To get a better understanding of the performance of different simulation techniques (ACD, MNova, DFT, ML), we tested their ability to generate the same number of spectral peaks as experimental data from HMDB. This experiment involved generating spectra for the chosen dataset and comparing the simulated and experimental (ground-truth (GT)) number of peaks (Figure ).