The freshman phenom has seven points in three games to start the tournament.
Allen leaves Penn State as the program's all-time leading rusher.
Chris Godwin Jr. brought in his second touchdown of the season.
The Nittany Lions were previously ranked No. 9.
Kayden Mingo shined once again with 19 points and six steals.
