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| Year | Seed | Record | Finishing Round | Coach |
| 1981 | 11 | 0 - 1 | Round of 64 (1st rd) | Carl Stewart |
| 1985 | 16 | 0 - 1 | Round of 64 (1st rd) | Robert Hopkins |
| 1987 | 15 | 0 - 1 | Round of 64 (1st rd) | Ben Jobe |
| 1988 | 15 | 0 - 1 | Round of 64 (1st rd) | Ben Jobe |
| 1989 | 15 | 0 - 1 | Round of 64 (1st rd) | Ben Jobe |
| 1993 | 13 | 1 - 1 | Round of 32 (2nd rd) | Ben Jobe |
| 2006 | 16 | 0 - 1 | Round of 64 (1st rd) | Rob Spivery |
