Cave Hollow is a valley located in Fentress County, Tennessee. It appears on the Sharp Place USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 967.85 feet (295.00 m) above sea level. The nearest populated place is Sharp Place, approximately 2.9 miles to the ESE.