Conference achievements:
SWAC Tournament Finalist -2001, 17, 22SWAC Tournament Semifinals -2012 SWAC Regular Season Champion -2022 SWAC Regular Season Co-Champion -2023 SWAC Regular Season Runner-Up -2016, 17, 24 |
| Since 2017 |
 2004-2017 |
 Until 2004 |
Conference positions:
 NCAA1 ( Southwestern Athletic Conference) | |
| 2000-04 | 4th |
| 2004-05 | 10th |
| 2005-06 | 8th |
| 2006-07 | 4th |
| 2007-08 | 9th |
| 2008-09 | 9th |
| 2009-10 | 10th |
| 2010-11 | 9th |
| 2011-12 | 7th |
| 2012-13 | 5th |
| 2013-14 | 6th |
| 2014-15 | 9th |
| 2015-16 | 2nd |
| 2016-17 | 2nd |
| 2017-18 | 8th |
| 2018-19 | 7th |
| 2019-20 | 4th |
| 2020-21 | 6th |
| 2021-22 | 1st |
| 2022-23 | 2nd (15-3), lost in Quarterfinals 62-66 to Texas Southern |
| 2023-24 | 2nd (13-5), lost in Quarterfinals 63-75 to AAMU |
| 2024-25 | 6th (11-7), lost in Quarterfinals 60-69 to BCU |
| 2025-26 | 10th (SWAC) (6-10) |
