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Western Kentucky Hilltoppers Conference USA |
| Year | Seed | Result | |
| 2024 | 15 | lost in 1st round | L Marquette (2) |
| 2023 | -- | -- | |
| 2022 | -- | -- | |
| 2021 | -- | -- | |
| 2020 | -- | -- | |
| 2019 | -- | -- | |
| 2018 | -- | -- | |
| 2017 | -- | -- | |
| 2016 | -- | -- | |
| 2015 | -- | -- | |
| 2014 | -- | -- | |
| 2013 | 16 | lost in 1st round | L Kansas (1) |
| 2012 | 16 | lost in 1st round | L Kentucky (1) |
| 2011 | -- | -- | |
| 2010 | -- | -- | |
| 2009 | 12 | lost in 2nd round | W Illinois (5), L Gonzaga (4) |
| 2008 | 12 | made the Sweet 16 | W Drake (5), W San Diego (13), L UCLA (1) |
| 2007 | -- | -- | |
| 2006 | -- | -- |