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| Year | Seed | Record | Finishing Round | Coach |
| 1953 | - | 0 - 1 | Round of 32 (1st rd) | Paul McBrayer |
| 1959 | - | 0 - 1 | Round of 32 (1st rd) | Paul McBrayer |
| 1965 | - | 0 - 1 | Round of 32 (1st rd) | Jim Baechtold |
| 1972 | - | 0 - 1 | Round of 32 (1st rd) | Guy Strong |
| 1979 | 9 | 0 - 1 | Round of 64 (1st rd) | Ed Byhre |
| 2005 | 15 | 0 - 1 | Round of 64 (1st rd) | Travis Ford |
| 2007 | 16 | 0 - 1 | Round of 64 (1st rd) | Jeff Neubauer |
