Carney Hollow is a valley located in Fentress County, Tennessee. It appears on the Grimsley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,489.50 feet (454.00 m) above sea level. The nearest populated place is Tench, approximately 0.6 miles to the SSW.