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| Year | Seed | Record | Finishing Round | Coach |
| 1979 | 6 | 0 - 1 | Round of 32 (2nd rd) | Cliff Ellis |
| 1980 | 9 | 0 - 1 | Round of 64 (1st rd) | Cliff Ellis |
| 1989 | 11 | 1 - 1 | Round of 32 (2nd rd) | Ronnie Arrow |
| 1991 | 13 | 0 - 1 | Round of 64 (1st rd) | Ronnie Arrow |
| 1997 | 13 | 0 - 1 | Round of 64 (1st rd) | Bill Musselman |
| 1998 | 12 | 0 - 1 | Round of 64 (1st rd) | Bob Weltlich |
| 2006 | 14 | 0 - 1 | Round of 64 (1st rd) | John Pelphrey |
| 2008 | 10 | 0 - 1 | Round of 64 (1st rd) | Ronnie Arrow |
