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| Year | Seed | Record | Finishing Round | Coach |
| 1980 | 6 | 3 - 1 | Elite Eight (4th rd) | Bill C. Foster |
| 1987 | 4 | 0 - 1 | Round of 64 (1st rd) | Cliff Ellis |
| 1989 | 9 | 1 - 1 | Round of 32 (2nd rd) | Cliff Ellis |
| 1990 | 5 | 2 - 1 | Sweet Sixteen (3rd rd) | Cliff Ellis |
| 1996 | 9 | 0 - 1 | Round of 64 (1st rd) | Rick Barnes |
| 1997 | 4 | 2 - 1 | Sweet Sixteen (3rd rd) | Rick Barnes |
| 1998 | 6 | 0 - 1 | Round of 64 (1st rd) | Rick Barnes |
| 2008 | 5 | 0 - 1 | Round of 64 (1st rd) | Oliver Purnell |
| 2009 | 7 | 0 - 1 | Round of 64 (1st rd) | Oliver Purnell |
| 2010 | 7 | 0 - 1 | Round of 64 (1st rd) | Oliver Purnell |
