I think it depends on the relationship, romantic relationship isn't specific enough for a specific answer, there's a wide range of variations under that umbrella.
I have to say to me it has a lot to do with maturation, I mean sometimes you have a child in an adult's body and I just don't find that attractive, but I guess for some men they don't really even look at that much less care if they are just cute.