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| Year | Seed | Record | Finishing Round | Coach |
| 1981 | 12 | 0 - 1 | Round of 64 (1st rd) | Steve Yoder |
| 1986 | 14 | 0 - 1 | Round of 64 (1st rd) | Al Brown |
| 1989 | 9 | 1 - 1 | Round of 32 (2nd rd) | Rick Majerus |
| 1990 | 12 | 2 - 1 | Sweet Sixteen (3rd rd) | Dick Hunsaker |
| 1993 | 15 | 0 - 1 | Round of 64 (1st rd) | Dick Hunsaker |
| 1995 | 12 | 0 - 1 | Round of 64 (1st rd) | Ray McCallum |
| 2000 | 11 | 0 - 1 | Round of 64 (1st rd) | Ray McCallum |
