CHAPEL HILL, N.C. (AP) Dwight Jones had three touchdown catches while redshirt freshman Giovani Bernard ran for a season-high 165 yards and a score to help North Carolina beat Duke 37-21 on Saturday.

Jones finished with 10 catches for 101 yards to set a school single-season record for receptions, while Bernard had a season-high 30 carries and finished with 222 total yards to lead the Tar Heels (7-5, 3-5 Atlantic Coast Conference). Bryn Renner also threw for 274 yards and tied a school single-season record for TD passes, helping UNC beat the Blue Devils (3-9, 1-7) for the eighth straight year.

North Carolina also capitalized on four turnovers, getting a pair of field goals and Jones' 8-yard scoring catch midway through the fourth quarter following those miscues.

Sean Renfree threw a pair of touchdown passes for Duke, though coach David Cutcliffe went with mobile backup Anthony Boone for most of the second half.