| Year | Seed | Record | Finishing Round | Coach |
| 1955 | - | 2 - 2 | National Semifinals (4th rd) | Bucky O'Connor |
| 1956 | - | 3 - 1 | National Championship (5th rd) | Bucky O'Connor |
| 1970 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Ralph Miller |
| 1979 | 4 | 0 - 1 | Round of 32 (2nd rd) | Luther Olson |
| 1980 | 5 | 4 - 2 | National Semifinals (5th rd) | Luther Olson |
| 1981 | 3 | 0 - 1 | Round of 32 (2nd rd) | Luther Olson |
| 1982 | 6 | 1 - 1 | Round of 32 (2nd rd) | Luther Olson |
| 1983 | 7 | 2 - 1 | Sweet Sixteen (3rd rd) | Luther Olson |
| 1985 | 8 | 0 - 1 | Round of 64 (1st rd) | George Raveling |
| 1986 | 11 | 0 - 1 | Round of 64 (1st rd) | George Raveling |
| 1987 | 2 | 3 - 1 | Elite Eight (4th rd) | Tom Davis |
| 1988 | 5 | 2 - 1 | Sweet Sixteen (3rd rd) | Tom Davis |
| 1989 | 4 | 1 - 1 | Round of 32 (2nd rd) | Tom Davis |
| 1991 | 7 | 1 - 1 | Round of 32 (2nd rd) | Tom Davis |
| 1992 | 9 | 1 - 1 | Round of 32 (2nd rd) | Tom Davis |
| 1993 | 4 | 1 - 1 | Round of 32 (2nd rd) | Tom Davis |
| 1996 | 6 | 1 - 1 | Round of 32 (2nd rd) | Tom Davis |
| 1997 | 8 | 1 - 1 | Round of 32 (2nd rd) | Tom Davis |
| 1999 | 5 | 2 - 1 | Sweet Sixteen (3rd rd) | Tom Davis |
| 2001 | 7 | 1 - 1 | Round of 32 (2nd rd) | Steve Alford |
| 2005 | 10 | 0 - 1 | Round of 64 (1st rd) | Steve Alford |
| 2006 | 3 | 0 - 1 | Round of 64 (1st rd) | Steve Alford |
