Stone Mountain Branch is a stream located in Watauga County, North Carolina. It appears on the Elk Mills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,291.37 feet (698.41 m) above sea level. The nearest populated place is Peoria, approximately 0.8 miles to the NE.