I only put together the "main" categories so far, I'll do the rest when I have time.
Best Picture2004: Million Dollar Baby
2005: Brokeback Mountain
2006: Children of Men
2007: Ratatouille
2008: The Dark Knight
2009: Inglourious Basterds
2010: Inception
2011: Drive
2012: Silver Linings Playbook
2013: Gravity
2014: Gone Girl
2015: Inside Out
2016: La La Land
2017: Coco
Best Director2004: Quentin Tarantino, Kill Bill Volume 2
2005: Ang Lee, Brokeback Mountain
2006: Martin Scorsese, The Departed
2007: Joel & Ethan Coen, No Country for Old Men
2008: Christopher Nolan, The Dark Knight
2009: Kathryn Bigelow, The Hurt Locker
2010: Christopher Nolan, Inception
2011: Nicolas Winding Refn, Drive
2012: Christopher Nolan, The Dark Knight Rises
2013: Alfonso Cuarón, Gravity
2014: Richard Linklater, Boyhood
2015: George Miller, Mad Max, Fury Road
2016: Damien Chazelle, La La Land
2017: Christopher Nolan, Dunkirk
Best Actor2004: Jamie Foxx, Ray
2005: Heath Ledger, Brokeback Mountain
2006: Leonardo DiCaprio, The Departed
2007. Daniel Day-Lewis, There Will Be Blood
2008: Mickey Rourke, The Wrestler
2009: George Clooney, Up in the Air
2010: Colin Firth, The King's Speech & Jessie Eisenberg, The Social Network
2011: Michael Fassbender, Shame
2012: Daniel Day-Lewis, Lincoln
2013: Leonardo DiCaprio, The Wolf of Wall Street
2014: Michael Keaton, Birdman & Jake Gyllenhaal, Nightcrawler
2015: Michael Fassbender, Steve Jobs
2016. Ryan Reynolds, Deadpool
2017: James McAvoy, Split
Best Actress2004: Hilary Swank, Million Dollar Baby
2005: Reese Witherspoon, Walk the Line
2006: Helen Mirren, The Queen
2007: Ellen Page, Juno
2008: Kate Winslet, Revolutionary Road
2009: Carey Mulligan, An Education
2010: Natalie Portman, Black Swan
2011: Viola Davis, The Help & Rooney Mara, The Girl with the Dragon Tattoo
2012: Jennifer Lawrence, Silver Linings Playbook
2013: Amy Adams, American Hustle
2014: Rosamund Pike, Gone Girl
2015: Daisy Ridley, Star Wars: The Force Awakens
2016. Emma Stone, La La Land
2017: Frances McDormand (Three Billboards Outside Ebbing, Missouri) AND Saoirse Ronan (Lady Bird) AND Jennifer Lawrence (mother!)
Best Supporting Actor2004: Morgan Freeman, Million Dollar Baby
2005: Mickey Rourke, Sin City
2006: Mark Wahlberg, The Departed
2007: Javier Bardem, No Country for Old Men
2008: Heath Ledger, The Dark Knight
2009: Christoph Waltz, Inglourious Basterds
2010: Christian Bale, The Fighter
2011: Andy Serkis, Rise of the Planet of the Apes
2012: Leonardo DiCaprio, Django Unchained
2013: Jared Leto, Dallas Buyers Club
2014: J.K. Simmons, Whiplash
2015: Oscar Isaac, Ex Machina
2016: John Goodman, 10 Cloverfield Lane
2017: Patrick Stewart, Logan
Best Supporting Actress2004: Natalie Portman, Garden State
2005: Amy Adams, Junebug
2006: Rinko Kikuchi, Babel
2007: Leslie Mann, Knocked Up
2008: Marisa Tomei, The Wrestler
2009: Melanie Laurent, Inglourious Basterds
2010: Marion Cotillard, Inception
2011: Octavia Spencer, The Help
2012: Anne Hathaway, Les Miserables
2013: Jennifer Lawrence, American Hustle
2014: Emily Blunt, Edge of Tomorrow
2015: Alicia Vikander, Ex Machina
2016: Lucy Boynton, Sing Street
2017: Vicky Krieps, Phantom Thread
Best Ensemble:2004: Million Dollar Baby
2005: Sin City
2006: The Departed
2007: No Country for Old Men
2008: The Dark Knight
2009: Inglourious Basterds
2010: Inception
2011: The Help
2012: Silver Linings Playbook
2013: American Hustle
2014: Birdman
2015: Star Wars: The Force Awakens
2016. Captain America: Civil War
2017: Three Billboards Outside Ebbing, Missouri