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| also: | Independent Missouri Valley Southwest |
| Year | Seed | Record | Finishing Round | Coach |
| 1956 | - | 0 - 2 | Sweet Sixteen (2nd rd) | Alden Pasche |
| 1961 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Guy Lewis |
| 1965 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Guy Lewis |
| 1966 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Guy Lewis |
| 1967 | - | 4 - 1 | National Semifinals (4th rd) | Guy Lewis |
| 1968 | - | 3 - 2 | National Semifinals (4th rd) | Guy Lewis |
| 1970 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Guy Lewis |
| 1971 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Guy Lewis |
| 1972 | - | 0 - 1 | Round of 32 (1st rd) | Guy Lewis |
| 1973 | - | 0 - 1 | Round of 32 (1st rd) | Guy Lewis |
| 1978 | - | 0 - 1 | Round of 32 (1st rd) | Guy Lewis |
| 1981 | 8 | 0 - 1 | Round of 64 (1st rd) | Guy Lewis |
| 1982 | 6 | 4 - 1 | National Semifinals (5th rd) | Guy Lewis |
| 1983 | 1 | 4 - 1 | National Championship (6th rd) | Guy Lewis |
| 1984 | 2 | 4 - 1 | National Championship (6th rd) | Guy Lewis |
| 1987 | 12 | 0 - 1 | Round of 64 (1st rd) | Pat Foster |
| 1990 | 8 | 0 - 1 | Round of 64 (1st rd) | Pat Foster |
| 1992 | 10 | 0 - 1 | Round of 64 (1st rd) | Pat Foster |
| 2010 | 13 | 0 - 1 | Round of 64 (1st rd) | Tom Penders |
