Gnomeregan for me. Such an awful maze and a pain to get to as Horde.
Funny how Wailing Caverns is a well-disliked dungeon while it's one of my favorite. It's where you get one of your first good upgrades/greens/blues with limited resources/abilities. The atmosphere is great too imo.