Decriminalizing merely removes the statutes that make the actions illegal from the books. Legalizing provides a positive action by the legislature that says this is now legal. For example, in Colorado pot sales were made explicitly legal, not merely no longer illegal.
Of course, underage would still be rape, regardless of whether consensual or not.