Vereen was then able to score on a two-yard run.
Fitzgerald Toussaint ended the third quarter scoring with a two-yard run.
Aaron Stecker then scored on a two-yard run with 4:42 remaining to cut it to 34-21.
Nance's two-yard run in the fourth quarter made the final score 31-13.
Near the end of the second quarter, Navy scored on a two-yard run, giving them a 14-7 halftime lead.
Dayne found the endzone again in the third quarter on a two-yard run to expand the lead to 8 points.
He also scored the winning touchdown with 27 seconds remaining on a two-yard run, capping a 12-play, 72-yard drive.
He scored his 29th career rushing touchdown on a two-yard run midway through the first quarter.
Hill scored on a two-yard run with 25 seconds left to give the Predators a 51-47 lead.
Texas' first possession of the second half began with a two-yard run to the right.