Duke Tournament Losses In N.C.A.A. Basketball by Brock BourgaseMarch 17, 2012 Recent Duke losses in the NCAA Tournament, from LSU in 2006 to Arizona in 2011 to Lehigh in 2012 all follow a similar narrative. Duke’s strength is their consistency but it can fail them because they have a hard time adapting to adversity.