There are no categorical antonyms for metaphysics.
The noun metaphysics is defined as:
The branch of philosophy which studies fundamentalprinciples intended to describe or explain all that is, and which are not themselves explained by anything more fundamental; the study of first principles; the study of being insofar as it is being (ens in quantum ens).