I cant really think of the worst one, ive played so many.
One of the worst though would have to be Onechanbara: Bikini Samurai Squad.
Worst game I own would have to be Enemy Territory: Quake Wars, or Jaws.
Those are both pretty bad, but at least I finished Jaws.