Who was the only other black actress to win Academy Award for Best Supporting Actress?

The only other Black actress to win an Academy Award for Best Supporting Actress, besides Whoopi Goldberg, is Hattie McDaniel.

She won the award in 1940 for her role as Mammy in *Gone with the Wind*.