Here's why this is a bit of a trick question:
* He was nominated for Best Actor:
* "Penny Serenade" (1941)
* "None But the Lonely Heart" (1949)
* He was nominated for Best Supporting Actor:
* None
Therefore, while he was recognized by the Academy, he never took home an Oscar.