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| also: | American South Southland |
| Year | Seed | Record | Finishing Round | Coach |
| 1984 | 10 | 1 - 1 | Round of 32 (2nd rd) | Andy Russo |
| 1985 | 5 | 2 - 1 | Sweet Sixteen (3rd rd) | Andy Russo |
| 1987 | 14 | 0 - 1 | Round of 64 (1st rd) | Tommy Joe Eagles |
| 1989 | 9 | 1 - 1 | Round of 32 (2nd rd) | Tommy Joe Eagles |
| 1991 | 12 | 0 - 1 | Round of 64 (1st rd) | Jerry Loyd |
