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| also: | Atlantic Ten ECAC Metro |
| Year | Seed | Record | Finishing Round | Coach |
| 1975 | - | 0 - 1 | Round of 32 (1st rd) | Tom Young |
| 1976 | - | 3 - 2 | National Semifinals (4th rd) | Tom Young |
| 1979 | 6 | 1 - 1 | Sweet Sixteen (3rd rd) | Tom Young |
| 1983 | 9 | 1 - 1 | Round of 32 (2nd rd) | Tom Young |
| 1989 | 13 | 0 - 1 | Round of 64 (1st rd) | Bob Wenzel |
| 1991 | 9 | 0 - 1 | Round of 64 (1st rd) | Bob Wenzel |
