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| also: | Big Eight |
| Year | Seed | Record | Finishing Round | Coach |
| 1986 | 9 | 0 - 1 | Round of 64 (1st rd) | Moe Iba |
| 1991 | 3 | 0 - 1 | Round of 64 (1st rd) | Danny Nee |
| 1992 | 8 | 0 - 1 | Round of 64 (1st rd) | Danny Nee |
| 1993 | 10 | 0 - 1 | Round of 64 (1st rd) | Danny Nee |
| 1994 | 6 | 0 - 1 | Round of 64 (1st rd) | Danny Nee |
| 1998 | 11 | 0 - 1 | Round of 64 (1st rd) | Danny Nee |
