Caney Branch is a stream located in Scott County, Tennessee. It appears on the Honey Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,118.77 feet (341.00 m) above sea level. The nearest populated place is Mount Helen, approximately 2.8 miles to the W.