Street Fighter 2 and all the Mortal Kombats, pretty much any fighting game. The arcade I used to go to had one of the big screen setups in the front so whatever the big fighting game was would be on there. I remember Mortal Kombat 3 being on it for months and always being packed.
I always loved the beat em ups as well. TMNT, Simpsons, X-Men in particular.