Caney Branch is a stream located in Monroe County, Tennessee. It appears on the Whiteoak Flats USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 889.11 feet (271.00 m) above sea level. The nearest populated place is Tariffville, approximately 3.1 miles to the W.