| Year | Seed | Record | Finishing Round | Coach |
| 1952 | - | 0 - 2 | Sweet Sixteen (1st rd) | Franklin Cappon |
| 1955 | - | 0 - 2 | Sweet Sixteen (2nd rd) | Franklin Cappon |
| 1960 | - | 0 - 1 | Round of 32 (1st rd) | Franklin Cappon |
| 1961 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Jake McCandless |
| 1963 | - | 0 - 1 | Round of 32 (1st rd) | Butch van Breda Kolff |
| 1964 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Butch van Breda Kolff |
| 1965 | - | 4 - 1 | National Semifinals (4th rd) | Butch van Breda Kolff |
| 1967 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Butch van Breda Kolff |
| 1969 | - | 0 - 1 | Round of 32 (1st rd) | Pete Carril |
| 1976 | - | 0 - 1 | Round of 32 (1st rd) | Pete Carril |
| 1977 | - | 0 - 1 | Round of 32 (1st rd) | Pete Carril |
| 1981 | 11 | 0 - 1 | Round of 64 (1st rd) | Pete Carril |
| 1983 | 12 | 2 - 1 | Preliminary Round (7th rd) | Pete Carril |
| 1984 | 12 | 1 - 1 | Preliminary Round (7th rd) | Pete Carril |
| 1989 | 16 | 0 - 1 | Round of 64 (1st rd) | Pete Carril |
| 1990 | 13 | 0 - 1 | Round of 64 (1st rd) | Pete Carril |
| 1991 | 8 | 0 - 1 | Round of 64 (1st rd) | Pete Carril |
| 1992 | 11 | 0 - 1 | Round of 64 (1st rd) | Pete Carril |
| 1996 | 13 | 1 - 1 | Round of 32 (2nd rd) | Pete Carril |
| 1997 | 12 | 0 - 1 | Round of 64 (1st rd) | Bill Carmody |
| 1998 | 5 | 1 - 1 | Round of 32 (2nd rd) | Bill Carmody |
| 2001 | 15 | 0 - 1 | Round of 64 (1st rd) | John III Thompson |
| 2004 | 14 | 0 - 1 | Round of 64 (1st rd) | John III Thompson |
