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| Year | Seed | Record | Finishing Round | Coach |
| 1988 | 8 | 1 - 1 | Round of 32 (2nd rd) | P.J. Carlesimo |
| 1989 | 3 | 5 - 1 | National Championship (6th rd) | P.J. Carlesimo |
| 1991 | 3 | 3 - 1 | Elite Eight (4th rd) | P.J. Carlesimo |
| 1992 | 4 | 2 - 1 | Sweet Sixteen (3rd rd) | P.J. Carlesimo |
| 1993 | 2 | 1 - 1 | Round of 32 (2nd rd) | P.J. Carlesimo |
| 1994 | 10 | 0 - 1 | Round of 64 (1st rd) | P.J. Carlesimo |
| 2000 | 10 | 2 - 1 | Sweet Sixteen (3rd rd) | Tommy Amaker |
| 2004 | 8 | 1 - 1 | Round of 32 (2nd rd) | Tony Morocco |
| 2006 | 10 | 0 - 1 | Round of 64 (1st rd) | Louis Orr |
