Rock Creek is a stream located in Fentress County, Tennessee. It appears on the Grimsley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,383.46 feet (421.68 m) above sea level. The nearest populated place is Tench, approximately 2.7 miles to the N.