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| also: | Western New York Little Three |
| Year | Seed | Record | Finishing Round | Coach |
| 1955 | - | 2 - 1 | Elite Eight (3rd rd) | Joseph Curran |
| 1956 | - | 2 - 1 | Elite Eight (3rd rd) | Joseph Curran |
| 1957 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Joseph Curran |
| 1996 | 13 | 0 - 1 | Round of 64 (1st rd) | John Beilein |
