I've seen them play a few times. When they did play MSU, Ole Miss, and USM, DSU would win games every once in awhile. And when they lost, they held their own.
I think they are comparable to a Birmingham-Southern team when Schoop was coaching them and they made a regional as an Independant.
DSU would be a good fit for the Sun Belt as a baseball only member.