| Year | Seed | Record | Finishing Round | Coach |
| 1946 | - | 1 - 2 | National Semifinals (2nd rd) | Nibs Price |
| 1957 | - | 1 - 1 | Elite Eight (3rd rd) | Pete Newell |
| 1958 | - | 1 - 1 | Elite Eight (3rd rd) | Pete Newell |
| 1959 | - | 4 - 0 | National Championship (5th rd) | Pete Newell |
| 1960 | - | 4 - 1 | National Championship (5th rd) | Pete Newell |
| 1990 | 9 | 1 - 1 | Round of 32 (2nd rd) | Lou Campanelli |
| 1993 | 6 | 2 - 1 | Sweet Sixteen (3rd rd) | Todd Bozeman |
| 1994 | 5 | 0 - 1 | Round of 64 (1st rd) | Todd Bozeman |
| 1996 | 12 | 0 - 1 | Round of 64 (1st rd) | Todd Bozeman |
| 1997 | 5 | 2 - 1 | Sweet Sixteen (3rd rd) | Ben Braun |
| 2001 | 8 | 0 - 1 | Round of 64 (1st rd) | Ben Braun |
| 2002 | 6 | 1 - 1 | Round of 32 (2nd rd) | Ben Braun |
| 2003 | 8 | 1 - 1 | Round of 32 (2nd rd) | Ben Braun |
| 2006 | 7 | 0 - 1 | Round of 64 (1st rd) | Ben Braun |
| 2009 | 7 | 0 - 1 | Round of 64 (1st rd) | Mike Montgomery |
| 2010 | 8 | 1 - 1 | Round of 32 (2nd rd) | Mike Montgomery |
