Cave Spring is a spring located in Marion County, Tennessee. It appears on the Orme USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,812.22 feet (552.36 m) above sea level. The nearest populated place is The Crossroads, approximately 1.7 miles to the S.