I think the worst movies are the ones which have a lot of potential which ends up getting squandered. For that reason, I nominate Children of Men. What the fuck were they thinking?
As for the just plain bad movies... I don't know. I guess I don't like a lot of the horror movies with gratuitous violence and cruelty. I just don't understand why people want to see that stuff.