| databaseSports.com The Largest Sports Statistics and History Database Online | ||
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| also: | Independent New York Metropolitan |
| Year | Seed | Record | Finishing Round | Coach |
| 1943 | - | 0 - 2 | Elite Eight (1st rd) | Howard Cann |
| 1945 | - | 2 - 1 | National Championship (3rd rd) | Howard Cann |
| 1946 | - | 1 - 1 | Elite Eight (1st rd) | Howard Cann |
| 1960 | - | 3 - 2 | National Semifinals (4th rd) | Lou Rossini |
| 1962 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Lou Rossini |
| 1963 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Lou Rossini |