Caney Branch is a stream located in Winn County, Louisiana. It appears on the Packton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 141.08 feet (43.00 m) above sea level. The nearest populated place is Packton, approximately 1.3 miles to the ENE.