Cave Branch is a stream located in Bedford County, Tennessee. It appears on the Normandy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 790.68 feet (241.00 m) above sea level. The nearest populated place is Roseville, approximately 0.2 miles to the SSW.