Given that the 2010 World Fantasy Awards winners were announced on Oct 31, I figured it would be worth posting a chronological account of the winners in the novel catagory. There are some great books on the list 
2010: The City & The City, China Mieville GWC Jan/Feb 2011
2009: (tie) The Shadow Year, Jeffrey Ford :: Tender Morsels, Margo Lanagan
2008: Ysabel, Guy Gavriel Kay
2007: Soldier of Sidon, Gene Wolfe
2006: Kafka on the Shore, Haruki Murakami
2005: Jonathan Strange & Mr Norrell, Susanna Clarke
2004: Tooth and Claw, Jo Walton
2003: (tie) Ombria in Shadow, Patricia A. McKillip :: The Facts of Life, Graham Joyce
2002: The Other Wind, Ursula K. Le Guin
2001: Galveston, Sean Stewart :: Declare, Tim Powers
2000: Thraxas, Martin Scott
1999: The Antelope Wife, Louise Erdrich
1998: The Physiognomy, Jeffrey Ford
1997: Godmother Night, Rachel Pollack
1996: The Prestige, Christopher Priest
1995: Towing Jehovah, James Morrow
1994: Glimpses, Lewis Shiner
1993: Last Call, Tim Powers
1992: Boy’s Life, Robert R. McCammon
1991: (tie) Only Begotten Daughter, James Morrow :: Thomas the Rhymer, Ellen Kushner
1990: Lyonesse: Madouc, Jack Vance
1989: Koko, Peter Straub
1988: Replay, Ken Grimwood
1987: Perfume, Patrick Sskind
1986: Song of Kali, Dan Simmons
1985: (tie) Bridge of Birds, Barry Hughart :: Mythago Wood, Robert Holdstock
1984: The Dragon Waiting, John M. Ford
1983: Nifft the Lean, Michael Shea
1982: Little, Big, John Crowley
1981: The Shadow of the Torturer, Gene Wolfe
1980: Watchtower, Elizabeth A. Lynn
1979: Gloriana, Michael Moorcock
1978: Our Lady of Darkness, Fritz Leiber
1977: Doctor Rat, William Kotzwinkle
1976: Bid Time Return, Richard Matheson
1975: The Forgotten Beasts of Eld, Patricia A. McKillip