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| also: | Big Sky |
| Year | Seed | Record | Finishing Round | Coach |
| 1976 | - | 0 - 1 | Round of 32 (1st rd) | Bus Connor |
| 1988 | 14 | 0 - 1 | Round of 64 (1st rd) | Bob Dye |
| 1993 | 14 | 0 - 1 | Round of 64 (1st rd) | Bob Dye |
| 1994 | 14 | 0 - 1 | Round of 64 (1st rd) | Bob Dye |
| 2008 | 14 | 0 - 1 | Round of 64 (1st rd) | Greg Graham |
