The Terps hope playing a difficult non-conference schedule will pay off as the Big Ten slate looms.
The Terps went down in the first six minutes and never found an equalizer, taking their first loss of the season.
The Terps are looking to return to the top of the rankings. That starts with beating the Hoyas.
The freshman forward scored in his first game as a Terp and impressed players and coaches throughout opening weekend.
The Terps open their season against No. 18 Charlotte on Thursday.
The Terps surrendered two goals in the final six minutes of the loss to Missouri State.
Jon Koka's winning strike came with 35 seconds left as the Bears and Terps traded three goals in the final 7 minutes.
Two Terps also made the all-freshman squad.
Bin scored two goals in the second half to lead the Terps to victory.
"We think we're trending in the right direction."