The Terps scored their fewest points all season as they were bounced in the Sweet 16.
The Terps held the Mountaineers to four points on 12.5 percent shooting in the second quarter.
Star sophomores Ashley Owusu and Diamond Miller took over as the Terps advanced to the round of 32.
The Terps will face Mount St. Mary’s in the first round on Monday.
The Terps won 104-84 over Iowa after reaching their seventh championship game in a row.
The Terps scored the most points in the title game's history.
The Terps shot 58.6 percent from the field.
Owusu scored 13 points in the fourth quarter to propel the Terps past the Cornhuskers.
Ashley Owusu led the way with 22 points as the Terps picked up their ninth straight win.