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| also: | Independent |
| Year | Seed | Record | Finishing Round | Coach |
| 1962 | - | 0 - 1 | Round of 32 (1st rd) | Robert Calihan |
| 1977 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Dick Vitale |
| 1979 | 7 | 0 - 1 | Round of 64 (1st rd) | Smokey Gaines |
| 1998 | 10 | 1 - 1 | Round of 32 (2nd rd) | Perry Watson |
| 1999 | 12 | 1 - 1 | Round of 32 (2nd rd) | Perry Watson |
