WordNet sense 1 (of words so related that one reverses the relation denoted by the other):

converse, converse

WordNet sense 2 (of words or propositions so related that both cannot be true but both may be false):

contrary, contrary

WordNet sense 3 (of words or propositions so related that both cannot be true and both cannot be false):

contradictory