Caney Creek is a stream located in Beauregard County, Louisiana. It appears on the Longville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 65.62 feet (20.00 m) above sea level. The nearest populated place is Fayette (historical), approximately 2.6 miles to the SSW.