Street Fighter III - 2nd Impact and Gauntlet: Dark Legacy are probably my favorite arcade titles. The latter is especially awesome when you have a full roster of four players, although I think the former holds slightly more of a nostalgia factor as it was my introduction to Street Fighter as a whole (via the Dreamcast Double Impact bundle with the first two games in the SFIII anthology).