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| also: | ECAC Metro Independent New York Metropolitan |
| Year | Seed | Record | Finishing Round | Coach |
| 1951 | - | 2 - 1 | Elite Eight (2nd rd) | Frank McGuire |
| 1952 | - | 3 - 1 | National Championship (4th rd) | Frank McGuire |
| 1961 | - | 0 - 1 | Round of 32 (1st rd) | Joe Lapchick |
| 1967 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Lou Carnesecca |
| 1968 | - | 0 - 1 | Round of 32 (1st rd) | Lou Carnesecca |
| 1969 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Lou Carnesecca |
| 1973 | - | 0 - 1 | Round of 32 (1st rd) | Frank Mulzoff |
| 1976 | - | 0 - 1 | Round of 32 (1st rd) | Lou Carnesecca |
| 1977 | - | 0 - 1 | Round of 32 (1st rd) | Lou Carnesecca |
| 1978 | - | 0 - 1 | Round of 32 (1st rd) | Lou Carnesecca |
| 1979 | 10 | 3 - 1 | Elite Eight (4th rd) | Lou Carnesecca |
| 1980 | 3 | 0 - 1 | Round of 32 (2nd rd) | Lou Carnesecca |
| 1982 | 5 | 1 - 1 | Round of 32 (2nd rd) | Lou Carnesecca |
| 1983 | 1 | 1 - 1 | Sweet Sixteen (3rd rd) | Lou Carnesecca |
| 1984 | 9 | 0 - 1 | Round of 64 (1st rd) | Lou Carnesecca |
| 1985 | 1 | 4 - 1 | National Semifinals (5th rd) | Lou Carnesecca |
| 1986 | 1 | 1 - 1 | Round of 32 (2nd rd) | Lou Carnesecca |
| 1987 | 6 | 1 - 1 | Round of 32 (2nd rd) | Lou Carnesecca |
| 1988 | 11 | 0 - 1 | Round of 64 (1st rd) | Lou Carnesecca |
| 1990 | 6 | 1 - 1 | Round of 32 (2nd rd) | Lou Carnesecca |
| 1991 | 4 | 3 - 1 | Elite Eight (4th rd) | Lou Carnesecca |
| 1992 | 7 | 0 - 1 | Round of 64 (1st rd) | Lou Carnesecca |
| 1993 | 5 | 1 - 1 | Round of 32 (2nd rd) | Brian Mahoney |
| 1998 | 7 | 0 - 1 | Round of 64 (1st rd) | Fran Fraschilla |
| 1999 | 3 | 3 - 1 | Elite Eight (4th rd) | Mike Jarvis |
| 2000 | 2 | 1 - 1 | Round of 32 (2nd rd) | Mike Jarvis |
| 2002 | 9 | 0 - 1 | Round of 64 (1st rd) | Mike Jarvis |
