Which of the following is correct?

The words peor and mejor do not change for the gender or if the noun is plural.

The words peor and mejor do change for the gender of the noun.

The words peor and mejor do change for the gender of the noun and do not change when the noun is plural.

The words peor and mejor do not change for the gender of the noun.