 In 2004, his second season, the team finished with a record of 6–6 an appearance in the Las Vegas Bowl, with a loss to Wyoming.In 2005, his third season as head football coach, Dorrell was able get his first win against a ranked opponent, No.21 Oklahoma, featuring Adrian Peterson.