FATE, for me. The new FATE Core book is simply awesome, although it wouldn't appeal to everyone I wouldn't think. It focuses more on the small-n narrative, so most heavy sim lovers will chafe.
I'm very keen to try DungeonWorld, even have a copy. Since I haven't, I can't really say I recommend it.
One special case: GUMSHOE for investigation games.