We evaluated the performance of compound identification across three similarity measures, and. Our findings additionally indicated that the Tsallis Entropy Correlation slightly surpasses the Shannon Entropy Correlation. Specifically, the highest accuracy was observed when the entropy dimension parameter q exceeded one (i.e., 1.1 or 1.5), highlighting the significance of high intensities. This suggests that emphasizing high intensities is vital for effective compound identification when using the entropy correlations.