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| Year | Seed | Record | Finishing Round | Coach |
| 1983 | 4 | 3 - 1 | National Semifinals (5th rd) | Hugh Durham |
| 1985 | 6 | 1 - 1 | Round of 32 (2nd rd) | Hugh Durham |
| 1987 | 8 | 0 - 1 | Round of 64 (1st rd) | Hugh Durham |
| 1990 | 7 | 0 - 1 | Round of 64 (1st rd) | Hugh Durham |
| 1991 | 11 | 0 - 1 | Round of 64 (1st rd) | Hugh Durham |
| 1996 | 8 | 2 - 1 | Sweet Sixteen (3rd rd) | Tubby Smith |
| 1997 | 3 | 0 - 1 | Round of 64 (1st rd) | Tubby Smith |
| 2001 | 8 | 0 - 1 | Round of 64 (1st rd) | Jim Harrick |
| 2002 | 3 | 1 - 1 | Round of 32 (2nd rd) | Jim Harrick |
| 2008 | 14 | 0 - 1 | Round of 64 (1st rd) | Dennis Felton |
