Rocky Branch is a stream located in Jefferson County, Georgia. It appears on the Kellys Pond USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 270.07 feet (82.32 m) above sea level. The nearest populated place is Ellis Plantation, approximately 1.6 miles to the E.