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| also: | Ohio Valley |
| Year | Seed | Record | Finishing Round | Coach |
| 1975 | - | 0 - 1 | Round of 32 (1st rd) | Jimmy Earle |
| 1977 | - | 0 - 1 | Round of 32 (1st rd) | Jimmy Earle |
| 1982 | 11 | 1 - 1 | Round of 32 (2nd rd) | Stan Simpson |
| 1985 | 15 | 0 - 1 | Round of 64 (1st rd) | Bruce Stewart |
| 1987 | 12 | 0 - 1 | Round of 64 (1st rd) | Bruce Stewart |
| 1989 | 13 | 1 - 1 | Round of 32 (2nd rd) | Bruce Stewart |
