Caney Branch is a stream located in Monroe County, Tennessee. It appears on the Bald River Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,043.31 feet (318.00 m) above sea level. The nearest populated place is Tellico Beach, approximately 2.2 miles to the WNW.