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| also: | Atlantic Sun |
| Year | Seed | Record | Finishing Round | Coach |
| 1994 | 12 | 0 - 1 | Round of 64 (1st rd) | John Kresse |
| 1997 | 12 | 1 - 1 | Round of 32 (2nd rd) | John Kresse |
| 1998 | 14 | 0 - 1 | Round of 64 (1st rd) | John Kresse |
| 1999 | 8 | 0 - 1 | Round of 64 (1st rd) | John Kresse |
