The 6—1, 205-pound redshirt freshman ran 162 times for 965 yards while running forward and scoring 12 touchdowns.
During the game, Martinez passed former Heisman winner as the all-time leader in total yardage at Nebraska.
Nebraska was a 10-point favorite heading into the game.