A reader sent me this link to Videogum. I must say that their effort to find the worst movie of all time is really quite impressive. Off the top of my head, though I can think of a few additions. Though this is by no means an exhaustive list:

DC Cab
Several of the Highlander sequels — but not the original.
Stop! Or My Mom Will Shoot
Over the Top
Rhinestone
Pay It Forward