| Year | Category | Movie | Win/Nominated |
|---|---|---|---|
| 1961 | Best Actor - Musical or Comedy | Pocketful of Miracles (1961) | Win |
| 1957 | Best Actor - Musical or Comedy | Don't Go Near the Water (1957) | Nominated |
| 1956 | Best Actor - Musical or Comedy | Teahouse of the August Moon (1956) | Nominated |