Meryl Streep holds the record with 21 Oscar nominations, including 17 for Best Actress, winning three times for roles like 'Sophie's Choice' and 'The Iron Lady'; Katharine Hepburn received 12 nominations and won four Best Actress Oscars; and Bette Davis had 11 nominations, winning twice.