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| also: | Independent |
| Year | Seed | Record | Finishing Round | Coach |
| 1950 | - | 2 - 1 | National Championship (3rd rd) | Forddy Anderson |
| 1954 | - | 4 - 1 | National Championship (5th rd) | Forddy Anderson |
| 1955 | - | 2 - 1 | Elite Eight (3rd rd) | Bob Vanatta |
| 1980 | 11 | 0 - 1 | Round of 64 (1st rd) | Dick Versace |
| 1986 | 7 | 1 - 1 | Round of 32 (2nd rd) | Dick Versace |
| 1988 | 9 | 0 - 1 | Round of 64 (1st rd) | Stan Albeck |
| 1996 | 8 | 0 - 1 | Round of 64 (1st rd) | Jim Molinari |
| 2006 | 13 | 2 - 1 | Sweet Sixteen (3rd rd) | Jim Les |
