The groups having exactly one normalizer are Dedekind groups. All finite groups with exactly two normalizers were classified by Pérez-Ramos in 1988. In this paper we prove that every finite group with at most 26 normalizers of {2, 3, 5}-subgroups is soluble and we also show that every finite group with at most 21 normalizers of cyclic {2, 3, 5}subgroups is soluble. These confirm Conjecture 3.7 of Zarrin (Bull Aust Math Soc 86:416-423, 2012).