In the above paper, Kirisci (Knowl Inform Syst 65:855-868, 2023) proposed a new cosine similarity and distance measures for Fermatean fuzzy sets. In this comment, we point out some mistakes in the definitions. In parallel, in the light of the problem mentioned in the paper, we propose two improved cosine similarity measures that are superior and capable of solving the problem.