The Terps will face No. 3-seed Notre Dame, which defeated Mississippi State earlier Sunday, in their 11th Sweet Sixteen appearance under coach Brenda Frese.
The Alabama guard scored 22 points and helped eliminate the Terps for the second time in three years.
The Terps suffered their largest loss in the NCAA tournament since 2000 in their final game of the 2022-23 season.
The Terps fell to the top-seeded Crimson tide in the second round of the NCAA tournament to bring an end to coach Kevin Willard's inaugural season.
No Terp finished higher than 15th in any event.
The Terps left nine men on base and Nick Dean struggled in just 4.1 innings of work.
Daniel Kelly scored the game-winner to hand the Cavaliers their first loss of the season.
Hannah Leubecker led the charge with five first half goals.
The Terps play Arizona at 5:30 p.m. Sunday.
Jaxon Smith's loss late Friday night concluded the Terps' 2023 season.