It does depend on the individual, just like any other feature. You can almost always find a pair of glasses that'll look good on you, though.
I started wearing glasses recently, black-framed ones too, and almost all the people I know [including guys] have complimented them, and I get noticed a bit more in public. So yeah, it just depends; find the ones that work for you.
It's not just about the glasses, it's about how they look on you individually. Some people can pull off bold frames, some can't. I just got glasses, and I started off looking at the black frames, found a pair that I liked, but ended up getting them in brown instead to match my eyes. You just have to get what works for you. That way, they'll blend in no matter what style they are.