The Redhawks (12-13, 6-6 Ohio Valley) led by 13 at the half and finished the game shooting 58.5 percent from the field (38 of 65), including 12 of 25 from beyond the arc.
Bradley finished with 21 points on 8-of-13 shooting from the field and 2 of 4 from distance. Cleveland was 8 of 11 from the field to finish with 19 points. Isiah Jones added 16 points and Nino Johnson had 13 points and 10 rebounds, including four off the offensive glass.
UT-Martin shot 51.1 percent from the field, but SE Missouri limited the Skyhawks to just 47 field goal attempts.