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| Year | Seed | Record | Finishing Round | Coach |
| 1953 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Howie Dallmer |
| 1970 | - | 0 - 1 | Round of 32 (1st rd) | Dick Harter |
| 1971 | - | 2 - 1 | Elite Eight (3rd rd) | Dick Harter |
| 1972 | - | 2 - 1 | Elite Eight (3rd rd) | Chuck Daly |
| 1973 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Chuck Daly |
| 1974 | - | 0 - 1 | Round of 32 (1st rd) | Chuck Daly |
| 1975 | - | 0 - 1 | Round of 32 (1st rd) | Chuck Daly |
| 1978 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Bob Weinhauer |
| 1979 | 9 | 4 - 2 | National Semifinals (5th rd) | Bob Weinhauer |
| 1980 | 12 | 1 - 1 | Round of 32 (2nd rd) | Bob Weinhauer |
| 1982 | 12 | 0 - 1 | Round of 64 (1st rd) | Bob Weinhauer |
| 1985 | 15 | 0 - 1 | Round of 64 (1st rd) | Craig Littlepage |
| 1987 | 16 | 0 - 1 | Round of 64 (1st rd) | Tom Schneider |
| 1993 | 14 | 0 - 1 | Round of 64 (1st rd) | Fran Dunphy |
| 1994 | 11 | 1 - 1 | Round of 32 (2nd rd) | Fran Dunphy |
| 1995 | 12 | 0 - 1 | Round of 64 (1st rd) | Fran Dunphy |
| 1999 | 11 | 0 - 1 | Round of 64 (1st rd) | Fran Dunphy |
| 2000 | 13 | 0 - 1 | Round of 64 (1st rd) | Fran Dunphy |
| 2002 | 11 | 0 - 1 | Round of 64 (1st rd) | Fran Dunphy |
| 2003 | 11 | 0 - 1 | Round of 64 (1st rd) | Fran Dunphy |
| 2005 | 13 | 0 - 1 | Round of 64 (1st rd) | Fran Dunphy |
| 2006 | 15 | 0 - 1 | Round of 64 (1st rd) | Fran Dunphy |
| 2007 | 14 | 0 - 1 | Round of 64 (1st rd) | Glen Miller |
