General relativity does not utilize the axioms in Reimannian geometry. General relativity utilizes Reimannian geometry itself. Reimannian geometry is a language for general relativity. It may be the best language but not the only language.
General relativity has its own "axioms". I believe they are called "postulates" in physics instead.