| Year | Seed | Record | Finishing Round | Coach |
| 1939 | - | 2 - 1 | National Championship (3rd rd) | Harold Olsen |
| 1944 | - | 1 - 1 | National Semifinals (2nd rd) | Harold Olsen |
| 1945 | - | 1 - 1 | National Semifinals (2nd rd) | Harold Olsen |
| 1946 | - | 2 - 1 | National Semifinals (2nd rd) | Harold Olsen |
| 1950 | - | 1 - 1 | Elite Eight (1st rd) | Tippy Dye |
| 1960 | - | 4 - 0 | National Championship (5th rd) | Fred Taylor |
| 1961 | - | 3 - 1 | National Championship (5th rd) | Fred Taylor |
| 1962 | - | 3 - 1 | National Championship (5th rd) | Fred Taylor |
| 1968 | - | 3 - 1 | National Semifinals (4th rd) | Fred Taylor |
| 1971 | - | 1 - 1 | Elite Eight (3rd rd) | Fred Taylor |
| 1980 | 4 | 1 - 1 | Sweet Sixteen (3rd rd) | Eldon Miller |
| 1982 | 8 | 0 - 1 | Round of 64 (1st rd) | Eldon Miller |
| 1983 | 3 | 1 - 1 | Sweet Sixteen (3rd rd) | Eldon Miller |
| 1985 | 4 | 1 - 1 | Round of 32 (2nd rd) | Eldon Miller |
| 1987 | 9 | 1 - 1 | Round of 32 (2nd rd) | Gary Williams |
| 1990 | 8 | 1 - 1 | Round of 32 (2nd rd) | Randy Ayers |
| 1991 | 1 | 2 - 1 | Sweet Sixteen (3rd rd) | Randy Ayers |
| 1992 | 1 | 3 - 1 | Elite Eight (4th rd) | Randy Ayers |
| 1999 | 4 | 4 - 1 | National Semifinals (5th rd) | Jim(2) O'Brien |
| 2000 | 3 | 1 - 1 | Round of 32 (2nd rd) | Jim(2) O'Brien |
| 2001 | 5 | 0 - 1 | Round of 64 (1st rd) | Jim(2) O'Brien |
| 2002 | 4 | 1 - 1 | Round of 32 (2nd rd) | Jim(2) O'Brien |
| 2006 | 2 | 1 - 1 | Round of 32 (2nd rd) | Thad Motta |
| 2007 | 1 | 5 - 1 | National Championship (6th rd) | Thad Matta |
| 2009 | 8 | 0 - 1 | Round of 64 (1st rd) | Thad Matta |
| 2010 | 2 | 2 - 1 | Sweet Sixteen (3rd rd) | Thad Matta |
