Caney Branch is a stream located in Benton County, Tennessee. It appears on the Seventeen Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 390.42 feet (119.00 m) above sea level. The nearest populated place is Holladay, approximately 1.2 miles to the S.