We do not currently know of any antonyms for relevance logic.
The noun relevance logic is defined as:
A kind of non-classical logic requiring the antecedent and consequent of implications to be relevantly related, and aiming to capture aspects of implication that are ignored by the "material implication" operator in classical truth-functional logic.