Zelda, Battlefield, Call of Duty and Final Fantasy. I find each of those to have terrible fan bases, even though I'm part of two of those groups.
Non-game fan bases, though? My Little Pony, Bieber & pretty much all those terrible emo bands fan bases are terrible.
Also stoners, if they count.