Number of nominations per film (wins in parentheses): 12 (2) - Lord of the Rings: Return of the King 12 (1) - Big Fish 10 (3) - Pirates of the Caribbean: Curse of the Black Pearl 8 (4) - Kill Bill: Vol. 1 6 (0) - Seabiscuit 5 (1) - Lost in Translation 5 (0) - Finding Nemo 4 (1) - Mystic River 3 (2) - Down With Love 3 (1) - House of Sand and Fog 2 (1) - The Cooler 2 (0) - Freaky Friday 2 (0) - A Mighty Wind 2 (0) - The Secret Lives of Dentists 1 (1) - School of Rock 1 (0) - In America 1 (0) - Love Actually 1 (0) - The Matrix: Reloaded 1 (0) - Piglet's Big Movie 1 (0) - Something's Gotta Give 1 (0) - Terminator 3: Rise of the Machines 1 (0) - Whale Rider Nominees are listed in no particular order, winner appears in bold: Picture Lord of the Rings: Return of the King Finding Nemo Pirates of the Caribbean: Curse of the Black Pearl Big Fish Lost in Translation Director Clint Eastwood (Mystic River) Tim Burton (Big Fish) Gore Verbinski (Pirates of the Caribbean: Curse of the Black Pearl) Sofia Coppola (Lost in Translation) Peter Jackson (Lord of the Rings: Return of the King) Actor Sean Penn (Mystic River) Ben Kingsley (House of Sand and Fog) Bill Murray (Lost in Translation) Campbell Scott (The Secret Lives of Dentists) Johnny Depp (Pirates of the Caribbean: Curse of the Black Pearl) Actress Scarlett Johansson (Lost in Translation) Jennifer Connelly (House of Sand and Fog) Diane Keaton (Something's Gotta Give) Jamie Lee Curtis (Freaky Friday) Uma Thurman (Kill Bill: Vol. 1) Supporting Actress Marcia Gay Harden (Mystic River) Lucy Liu (Kill Bill: Vol. 1) Ellen DeGeneres (Finding Nemo) Emma Thompson (Love Actually) Maria Bello (The Cooler) Supporting Actor Alec Baldwin (The Cooler) Sean Astin (Lord of the Rings: Return of the King) Tim Robbins (Mystic River) Billy Crudup (Big Fish) William H. Macy (Seabiscuit) Original Screenplay Finding Nemo Kill Bill: Vol. 1 Lost in Translation In America A Mighty Wind Adapted Screenplay Mystic River Pirates of the Caribbean: Curse of the Black Pearl Seabiscuit Big Fish Lord of the Rings: Return of the King Cinematography Lord of the Rings: Return of the King Big Fish Whale Rider Seabiscuit Kill Bill: Vol. 1 Editing Lord of the Rings: Return of the King Big Fish Seabiscuit Kill Bill: Vol. 1 Pirates of the Caribbean: Curse of the Black Pearl Art Direction House of Sand and Fog The Secret Lives of Dentists Lord of the Rings: Return of the King Down With Love Big Fish Sound Pirates of the Caribbean: Curse of the Black Pearl Big Fish Kill Bill: Vol. 1 Lord of the Rings: Return of the King Finding Nemo Visual Effects Lord of the Rings: Return of the King Pirates of the Caribbean: Curse of the Black Pearl Big Fish Score Finding Nemo Kill Bill: Vol. 1 Pirates of the Caribbean: Curse of the Black Pearl Lord of the Rings: Return of the King Big Fish Original Song School of Rock (School of Rock) Man of the Hour (Big Fish) With a Few Good Friends (Piglet's Big Movie) A Mighty Wind (A Mighty Wind) Ultimate (Freaky Friday) Costume Design Pirates of the Caribbean: Curse of the Black Pearl Kill Bill: Vol. 1 Lord of the Rings: Return of the King Big Fish Down With Love Makeup Down With Love Lord of the Rings: Return of the King Pirates of the Caribbean: Curse of the Black Pearl The Matrix: Reloaded Terminator 3: Rise of the Machines