Rock Branch is a stream located in Murray County, Georgia. It appears on the Calhoun NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 671.39 feet (204.64 m) above sea level. The nearest populated place is Holley, approximately 0.7 miles to the SSW.