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| also: | Independent Sun Belt |
| Year | Seed | Record | Finishing Round | Coach |
| 1970 | - | 4 - 1 | National Championship (5th rd) | Joe Williams |
| 1971 | - | 0 - 1 | Round of 32 (1st rd) | Tom Wasdin |
| 1973 | - | 0 - 1 | Round of 32 (1st rd) | Tom Wasdin |
| 1979 | 9 | 0 - 1 | Round of 64 (1st rd) | Tates Locke |
| 1986 | 8 | 0 - 1 | Round of 64 (1st rd) | Bob Wenzel |
