Cave Spring Branch is a stream located in Union County, Tennessee. It appears on the Maynardville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,003.00 feet (305.71 m) above sea level. The nearest populated place is Lickskillet, approximately 1.8 miles to the SSW.