Rock Creek is a stream located in Franklin County, Tennessee. It appears on the Tullahoma USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 882.50 feet (268.99 m) above sea level. The nearest populated place is Elkins, approximately 0.7 miles to the NE.