White Rock Branch is a stream located in Scott County, Virginia. It appears on the East Stone Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,579.11 feet (786.11 m) above sea level. The nearest populated place is Cox Place, approximately 1.9 miles to the WSW.