Caney Branch is a stream located in Beauregard County, Louisiana. It appears on the Bancroft USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 68.90 feet (21.00 m) above sea level. The nearest populated place is Fields, approximately 3.7 miles to the E.