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| also: | Independent |
| Year | Seed | Record | Finishing Round | Coach |
| 1940 | - | 1 - 1 | National Semifinals (2nd rd) | Chick Davies |
| 1952 | - | 1 - 1 | Elite Eight (2nd rd) | Dudey Moore |
| 1969 | - | 2 - 1 | Sweet Sixteen (2nd rd) | John Manning |
| 1971 | - | 0 - 1 | Round of 32 (1st rd) | John Manning |
| 1977 | - | 0 - 1 | Round of 32 (1st rd) | John Cinicola |