The navy that took them out already disappeared by the time Rome reached total control of the Mediteranean, Vegetius mentioned in his Notitia Dignitatum that Roman Navy disappeared at the end of the 4th century, the Battle of the Hellespont is probably the last time Rome’s “renewed” navy saw action.
My topic is from before RoR was launched but my sources there should be quite accurate.