Cave Pond is a lake located in Grainger County, Tennessee. It appears on the Talbott USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,201.57 feet (366.24 m) above sea level. The nearest populated place is Cherokee, approximately 2.1 miles to the SSW.