Rock Branch is a stream located in Fentress County, Tennessee. It appears on the Honey Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,197.16 feet (364.89 m) above sea level. The nearest populated place is Mount Helen, approximately 1.5 miles to the NNE.