Cave Spring is a spring located in Dickson County, Tennessee. It appears on the Ellis Mills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 669.29 feet (204.00 m) above sea level. The nearest populated place is Ellis Mills, approximately 2.5 miles to the W.