Rocky Branch is a stream located in Pickett County, Tennessee. It appears on the Dale Hollow Reservoir SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 643.50 feet (196.14 m) above sea level. The nearest populated place is Saint John, approximately 2.1 miles to the W.