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| also: | Mountain States Western Athletic |
| Year | Seed | Record | Finishing Round | Coach |
| 1944 | - | 3 - 0 | National Championship (3rd rd) | Vadal Peterson |
| 1945 | - | 0 - 2 | Elite Eight (1st rd) | Vadal Peterson |
| 1955 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Jack Gardner |
| 1956 | - | 1 - 1 | Elite Eight (3rd rd) | Jack Gardner |
| 1959 | - | 0 - 2 | Sweet Sixteen (2nd rd) | Jack Gardner |
| 1960 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Jack Gardner |
| 1961 | - | 2 - 2 | National Semifinals (4th rd) | Jack Gardner |
| 1966 | - | 2 - 2 | National Semifinals (4th rd) | Jack Gardner |
| 1977 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Jerry Pimm |
| 1978 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Jerry Pimm |
| 1979 | 8 | 0 - 1 | Round of 64 (1st rd) | Jerry Pimm |
| 1981 | 3 | 1 - 1 | Sweet Sixteen (3rd rd) | Jerry Pimm |
| 1983 | 10 | 2 - 1 | Sweet Sixteen (3rd rd) | Jerry Pimm |
| 1986 | 14 | 0 - 1 | Round of 64 (1st rd) | Lynn Archibald |
| 1991 | 4 | 2 - 1 | Sweet Sixteen (3rd rd) | Rick Majerus |
| 1993 | 8 | 1 - 1 | Round of 32 (2nd rd) | Rick Majerus |
| 1995 | 4 | 1 - 1 | Round of 32 (2nd rd) | Rick Majerus |
| 1996 | 4 | 2 - 1 | Sweet Sixteen (3rd rd) | Rick Majerus |
| 1997 | 2 | 3 - 1 | Elite Eight (4th rd) | Rick Majerus |
| 1998 | 3 | 5 - 1 | National Championship (6th rd) | Rick Majerus |
| 1999 | 2 | 1 - 1 | Round of 32 (2nd rd) | Rick Majerus |
| 2000 | 8 | 1 - 1 | Round of 32 (2nd rd) | Rick Majerus |
| 2002 | 12 | 0 - 1 | Round of 64 (1st rd) | Rick Majerus |
| 2003 | 9 | 1 - 1 | Round of 32 (2nd rd) | Rick Majerus |
| 2004 | 11 | 0 - 1 | Round of 64 (1st rd) | Kerry Rupp |
| 2005 | 6 | 2 - 1 | Sweet Sixteen (3rd rd) | Ray Giacoletti |
| 2009 | 5 | 0 - 1 | Round of 64 (1st rd) | Jim Boylen |
