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| Year | Seed | Record | Finishing Round | Coach |
| 1969 | - | 3 - 1 | National Semifinals (4th rd) | Maurice John |
| 1970 | - | 1 - 1 | Elite Eight (3rd rd) | Maurice John |
| 1971 | - | 1 - 1 | Elite Eight (3rd rd) | Maurice John |
| 2008 | 5 | 0 - 1 | Round of 64 (1st rd) | Keno Davis |
