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Murray State Racers Ohio Valley Conference |
| Year | Seed | Result | |
| 2024 | -- | -- | |
| 2023 | -- | -- | |
| 2022 | 7 | lost in 2nd round | W San Francisco (10), L St. Peters (15) |
| 2021 | -- | -- | |
| 2020 | -- | -- | |
| 2019 | 12 | lost in 2nd round | W Marquette (5), L Florida State (4) |
| 2018 | 12 | lost in 1st round | L West Virginia (5) |
| 2017 | -- | -- | |
| 2016 | -- | -- | |
| 2015 | -- | -- | |
| 2014 | -- | -- | |
| 2013 | -- | -- | |
| 2012 | 6 | lost in 2nd round | W Colorado State (11), L Marquette (3) |
| 2011 | -- | -- | |
| 2010 | 13 | lost in 2nd round | W Vanderbilt (4), L Butler (5) |
| 2009 | -- | -- | |
| 2008 | -- | -- | |
| 2007 | -- | -- | |
| 2006 | 14 | lost in 1st round | L North Carolina (3) |