I like Irene and Elaine so much more, I end up never giving Eileen much thought (unless "Come On Eileen" happens to be on the radio).
I guess all the -een names sound dated at this point, but I don't think Eileen is dumb. What would be dumb about it? It has a bright & pretty sound but feels sturdy at the same time.