Cave Spring is a spring located in Wayne County, Tennessee. It appears on the Three Churches USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 644.30 feet (196.38 m) above sea level. The nearest populated place is Victory (historical), approximately 4.1 miles to the S.