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| also: | Independent Mountain States Western Athletic |
| Year | Seed | Record | Finishing Round | Coach |
| 1939 | - | 1 - 1 | Elite Eight (1st rd) | Dick Romney |
| 1962 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Ladell Andersen |
| 1963 | - | 0 - 1 | Round of 32 (1st rd) | Ladell Andersen |
| 1964 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Ladell Andersen |
| 1970 | - | 2 - 1 | Elite Eight (3rd rd) | Ladell Andersen |
| 1971 | - | 0 - 1 | Round of 32 (1st rd) | Ladell Andersen |
| 1975 | - | 0 - 1 | Round of 32 (1st rd) | Dutch Belnap |
| 1979 | 10 | 0 - 1 | Round of 64 (1st rd) | Dutch Belnap |
| 1980 | 11 | 0 - 1 | Round of 64 (1st rd) | Rod Tueller |
| 1983 | 10 | 0 - 1 | Round of 64 (1st rd) | Rod Tueller |
| 1988 | 10 | 0 - 1 | Round of 64 (1st rd) | Rod Tueller |
| 1998 | 13 | 0 - 1 | Round of 64 (1st rd) | Larry Eustachy |
| 2000 | 12 | 0 - 1 | Round of 64 (1st rd) | Stew Morrill |
| 2001 | 12 | 1 - 1 | Round of 32 (2nd rd) | Stew Morrill |
| 2003 | 15 | 0 - 1 | Round of 64 (1st rd) | Stew Morrill |
| 2005 | 14 | 0 - 1 | Round of 64 (1st rd) | Stew Morrill |
| 2006 | 12 | 0 - 1 | Round of 64 (1st rd) | Stew Morrill |
| 2009 | 11 | 0 - 1 | Round of 64 (1st rd) | Stew Morrill |
| 2010 | 12 | 0 - 1 | Round of 64 (1st rd) | Stew Morrill |
