Conference achievements:
Southland Conf. Tournament Winner -2000, 12Southland Conf. Tournament Finalist -2025 Southland Conf. Tournament Semifinals -2005, 06, 07, 21, 24 Southland Conf. East Division Regular Season Champion -2008, 12 Southland Conf. Regular Season Runner-Up -2025 |
Conference positions:
 JUCO | |
| 1923-32 | |
 NAIA | |
| 1932-68 | [+] |
 NCAA ( ) | |
| 1968-87 | [+] |
NCAA ( ) | |
| 1987-91 | [+] |
NCAA ( ) | |
| 1991-98 | |
| NCAA () | |
| 1998-00 | |
| 2000-01 | 9th |
| 2001-02 | 4th |
| 2002-03 | 6th |
| 2003-04 | 10th |
| 2004-05 | 5th |
| 2005-06 | 5th |
| 2006-07 | 4th |
| 2007-08 | 1st |
| 2008-09 | 6th |
| 2009-10 | 6th |
| 2010-11 | 5th |
| 2011-12 | 1st |
| 2012-13 | 10th |
| 2013-14 | 12th |
| 2014-15 | 6th |
| 2015-16 | 13th |
| 2016-17 | 5th |
| 2017-18 | 5th |
| 2018-19 | 3rd |
| 2019-20 | 6th |
| 2020-21 | 8th |
NCAA ( ) | |
| 2021-22 | 13th |
NCAA ( ) | |
| 2022-23 | 10th (5-13) |
| 2023-24 | 4th (12-6), lost in Semis 57-76 to McNeese St. |
NCAA ( ) | |
| 2024-25 | 2nd (14-6)  lost in Finals 54-63 to McNeese St. |
| 2025-26 | 9th (SLC) (7-15) |
