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| Year | Seed | Record | Finishing Round | Coach |
| 1966 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Lefty Driesell |
| 1968 | - | 2 - 1 | Elite Eight (3rd rd) | Lefty Driesell |
| 1969 | - | 2 - 1 | Elite Eight (3rd rd) | Lefty Driesell |
| 1970 | - | 0 - 1 | Round of 32 (1st rd) | Terry Holland |
| 1986 | 16 | 0 - 1 | Round of 64 (1st rd) | Bobby Hussey |
| 1998 | 14 | 0 - 1 | Round of 64 (1st rd) | Bob McKillop |
| 2002 | 13 | 0 - 1 | Round of 64 (1st rd) | Bob McKillop |
| 2006 | 15 | 0 - 1 | Round of 64 (1st rd) | Bob McKillop |
| 2007 | 13 | 0 - 1 | Round of 64 (1st rd) | Bob McKillop |
| 2008 | 10 | 3 - 1 | Elite Eight (4th rd) | Bob McKillop |
