Rocky Branch is a stream located in Hickman County, Tennessee. It appears on the Coble USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 449.18 feet (136.91 m) above sea level. The nearest populated place is Only, approximately 2.7 miles to the N.