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| also: | Independent Southland |
| Year | Seed | Record | Finishing Round | Coach |
| 1972 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Beryl Shipley |
| 1973 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Beryl Shipley |
| 1982 | 8 | 0 - 1 | Round of 64 (1st rd) | Bobby Paschal |
| 1983 | 8 | 0 - 1 | Round of 64 (1st rd) | Bobby Paschal |
| 1992 | 13 | 1 - 1 | Round of 32 (2nd rd) | Marty Fletcher |
| 1994 | 11 | 0 - 1 | Round of 64 (1st rd) | Marty Fletcher |
| 2000 | 13 | 0 - 1 | Round of 64 (1st rd) | Jessie Evans |
| 2004 | 14 | 0 - 1 | Round of 64 (1st rd) | Jessie Evans |
| 2005 | 13 | 0 - 1 | Round of 64 (1st rd) | Robert Lee |
