Caney Hollow is a valley located in Perry County, Tennessee. It appears on the Clifton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 487.66 feet (148.64 m) above sea level. The nearest populated place is Horner, approximately 2.1 miles to the N.