Kingdom GrandPrix - very fun shmup with racing aspect to it, which makes it perfect for me.
I haven't really played much arcade games, mostly retro console ports, which isn't the same, but I do like NES conversions.
I definitely wanna check out some titles, such as arcade exclusive Golden Axe games or Gaiapolis.