Their current three-game losing streak has cost James Madison its spot in both major FCS Top 25 polls.
The Dukes are unranked in the latest Sports Network and FCS coaches polls. Both were released Monday afternoon.
JMU had been ranked 16th in both polls a week ago. That was prior to Saturday's 27-0 loss to Villanova.
That loss dropped the Dukes to 2-4 on the season. It was the program's first shutout loss at home since 1990.
The last time JMU was unranked in both polls was November 21, 2005.