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| also: | Great Midwest Missouri Valley |
| Year | Seed | Record | Finishing Round | Coach |
| 1952 | - | 1 - 1 | Elite Eight (2nd rd) | Eddie Hickey |
| 1957 | - | 0 - 2 | Sweet Sixteen (2nd rd) | Eddie Hickey |
| 1994 | 7 | 0 - 1 | Round of 64 (1st rd) | Charlie Spoonhour |
| 1995 | 9 | 1 - 1 | Round of 32 (2nd rd) | Charlie Spoonhour |
| 1998 | 10 | 1 - 1 | Round of 32 (2nd rd) | Charlie Spoonhour |
| 2000 | 9 | 0 - 1 | Round of 64 (1st rd) | Lorenzo Romar |
