White Oak Mountain is a summit located in Polk County, North Carolina. It appears on the Mill Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,073.68 feet (936.86 m) above sea level. The nearest populated place is Stearns, approximately 0.6 miles to the S.