Cave Branch is a stream located in Fentress County, Tennessee. It appears on the Rugby USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,272.97 feet (388.00 m) above sea level. The nearest populated place is Brewstertown, approximately 1.1 miles to the E.