Academy Awards - Most No Oscar Award Winners

Katharine Hepburn holds the record for the most Oscar wins by an actress with 12 nominations and 4 Best Actress Awards 

• Morning Glory(1933)
• Guess Who's Coming To Dinner(1967)
• The Lion in Winter(1968)and  
• On Golden Pond(1981)

Daniel Day Lewis  has received the most awards for Best Actor with 3  Oscars for his performances -

• My Left Foot in 1989
• There Will Be Blood in 2007
• Lincoln in 2012

Jack Nicholson is Oscar's most honored male actor, currently with 12 nominations(8 for Best Actor and 4 for Best Supporting Actor)and 3 Oscar wins

Best Actor Award for -

• One Flew Over The Cuckoo's Nest(1975)and
• As Good As It Gets(1997)

Best Supporting Actor for Terms of Endearment (1983)