The properties of several measures of similarity of fuzzy values are presented and compared. The measures examined include the measure based on the union and intersection, the one based on the maximum difference and the one based on the differences as well as the sum of corresponding grades of membership. It is shown that several properties are common to all measures. However, some properties do not hold for all of them.