Evaluating measures of distinctiveness is challenging due to the fact that generating a gold-standard annotation is not possible. Distinctiveness is not an inherent characteristic of a word but can only be detected in the context of the entire target corpus and in comparison to another corpus. To tackle this challenge, several studies have attempted to evaluate distinctiveness measures using various methods.