Caney Creek is a stream located in Daviess County, Kentucky. It appears on the Philpot USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 404.39 feet (123.26 m) above sea level. The nearest populated place is Philpot, approximately 0.5 miles to the N.