LOTR...
Saruman was pretty good too. Gollum was arguably an even better/more interesting villain that Sauron.
I think Loki from Thor and the Avengers had so much potential to be a great villain, but while I really liked both of those movies, he didn't live up to that potential. I liked those movies because of the heroes, not the villains.