Rock Branch is a stream located in Madison County, North Carolina. It appears on the Hot Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,048.17 feet (624.28 m) above sea level. The nearest populated place is Allenstand, approximately 1.3 miles to the NNE.