If they would be supportive and helpful in the situation, then I might mention it. Some parents would form a negative opinion of the partner and continuously bring up something bad, to make him or her look bad or feel bad about themselves.
You know your parents. Would they be helpful to you in this time of stress, or would they add to it and make you feel worse?