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| also: | Great Midwest Sun Belt |
| Year | Seed | Record | Finishing Round | Coach |
| 1981 | 7 | 2 - 1 | Sweet Sixteen (3rd rd) | Gene Bartow |
| 1982 | 4 | 2 - 1 | Elite Eight (4th rd) | Gene Bartow |
| 1983 | 10 | 0 - 1 | Round of 64 (1st rd) | Gene Bartow |
| 1984 | 9 | 0 - 1 | Round of 64 (1st rd) | Gene Bartow |
| 1985 | 7 | 1 - 1 | Round of 32 (2nd rd) | Gene Bartow |
| 1986 | 6 | 1 - 1 | Round of 32 (2nd rd) | Gene Bartow |
| 1987 | 11 | 0 - 1 | Round of 64 (1st rd) | Gene Bartow |
| 1990 | 10 | 0 - 1 | Round of 64 (1st rd) | Gene Bartow |
| 1994 | 7 | 0 - 1 | Round of 64 (1st rd) | Gene Bartow |
| 1999 | 12 | 0 - 1 | Round of 64 (1st rd) | Murray Bartow |
| 2004 | 9 | 2 - 1 | Sweet Sixteen (3rd rd) | Mike Anderson |
| 2005 | 11 | 1 - 1 | Round of 32 (2nd rd) | Mike Anderson |
| 2006 | 9 | 0 - 1 | Round of 64 (1st rd) | Mike Anderson |
