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| Year | Seed | Record | Finishing Round | Coach |
| 1961 | - | 1 - 1 | Sweet Sixteen (2nd rd) | William Donovan |
| 1980 | 12 | 0 - 1 | Round of 64 (1st rd) | Ron Jacobs |
| 1988 | 10 | 1 - 1 | Round of 32 (2nd rd) | Paul Westhead |
| 1989 | 12 | 0 - 1 | Round of 64 (1st rd) | Paul Westhead |
| 1990 | 11 | 3 - 1 | Elite Eight (4th rd) | Paul Westhead |
