Caney Creek is a stream located in Jackson County, Louisiana. It appears on the Mount Olive USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 160.76 feet (49.00 m) above sea level. The nearest populated place is Bear Creek, approximately 1.7 miles to the S.