The Blair Witch Project is my brother's favourite movie. Ouch. :D I also find it really bad, though he claims I would have been super scared if I had watched it alone in the dark like he did. I don't think I would be scared.
More to add to my list:
Insanitarium, The Unborn, House of Wax, Zombie...