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| Year | Seed | Record | Finishing Round | Coach |
| 1972 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Bill Musselman |
| 1982 | 2 | 1 - 1 | Sweet Sixteen (3rd rd) | Jim Dutcher |
| 1989 | 11 | 2 - 1 | Sweet Sixteen (3rd rd) | Clem Haskins |
| 1990 | 6 | 3 - 1 | Elite Eight (4th rd) | Clem Haskins |
| 1994 | 6 | 1 - 1 | Round of 32 (2nd rd) | Clem Haskins |
| 1995 | 8 | 0 - 1 | Round of 64 (1st rd) | Clem Haskins |
| 1997 | 1 | 4 - 1 | National Semifinals (5th rd) | Clem Haskins |
| 1999 | 7 | 0 - 1 | Round of 64 (1st rd) | Clem Haskins |
| 2005 | 8 | 0 - 1 | Round of 64 (1st rd) | Dan Monson |
| 2009 | 10 | 0 - 1 | Round of 64 (1st rd) | Tubby Smith |
| 2010 | 11 | 0 - 1 | Round of 64 (1st rd) | Tubby Smith |
