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| Year | Seed | Record | Finishing Round | Coach |
| 1975 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Jud Heathcote |
| 1991 | 16 | 0 - 1 | Round of 64 (1st rd) | Stew Morrill |
| 1992 | 14 | 0 - 1 | Round of 64 (1st rd) | Blaine Taylor |
| 1997 | 16 | 0 - 1 | Round of 64 (1st rd) | Blaine Taylor |
| 2002 | 15 | 0 - 1 | Round of 64 (1st rd) | Don Holst |
| 2005 | 16 | 0 - 1 | Round of 64 (1st rd) | Larry Krystkowiak |
| 2006 | 12 | 1 - 1 | Round of 32 (2nd rd) | Larry Krystkowiak |
| 2010 | 14 | 0 - 1 | Round of 64 (1st rd) | Wayne Tinkle |
