Caney Valley is a valley located in Claiborne County, Tennessee. It appears on the Tazewell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,001.50 feet (305.26 m) above sea level. The nearest populated place is Clinch River (historical), approximately 1.1 miles to the SSE.