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| also: | Big West |
| Year | Seed | Record | Finishing Round | Coach |
| 1981 | 6 | 0 - 1 | Round of 64 (1st rd) | Boyd Grant |
| 1982 | 4 | 1 - 1 | Sweet Sixteen (3rd rd) | Boyd Grant |
| 1984 | 7 | 0 - 1 | Round of 64 (1st rd) | Boyd Grant |
| 2000 | 9 | 0 - 1 | Round of 64 (1st rd) | Jerry Tarkanian |
| 2001 | 9 | 1 - 1 | Round of 32 (2nd rd) | Jerry Tarkanian |
