Yeah, the Streets of Rage games are mostly considered 'beat-'em-ups'.

I haven't played any Street Fighter game beyond the latest variations of SFII, and I liked whatever Guilty Gear game it was that I played, so that has to get my vote. I don't play 2D fighters much these games, but I really should get back into 'em.