My personal favorite is Heath Ledger. Having seen his performance in the dark knight, he has to be best actor I've ever come across. His performance was stunning. I also liked him in Brokeback Mountain. It's really sad that he died; he could've really became a legendary star like John Wayne.
R.I.P. Heath Ledger