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| also: | ECAC Metro |
| Year | Seed | Record | Finishing Round | Coach |
| 1979 | 8 | 0 - 1 | Round of 64 (1st rd) | Jim Valvano |
| 1980 | 6 | 1 - 1 | Round of 32 (2nd rd) | Jim Valvano |
| 1984 | 10 | 0 - 1 | Round of 64 (1st rd) | Pat Kennedy |
| 1985 | 13 | 0 - 1 | Round of 64 (1st rd) | Pat Kennedy |
| 1998 | 12 | 0 - 1 | Round of 64 (1st rd) | Tim Welsh |
| 2000 | 14 | 0 - 1 | Round of 64 (1st rd) | Jeff Ruland |
| 2001 | 14 | 0 - 1 | Round of 64 (1st rd) | Jeff Ruland |
| 2006 | 13 | 0 - 1 | Round of 64 (1st rd) | Jeff Ruland |
