Caney Creek is a stream located in Marion County, Kentucky. It appears on the Lebanon East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 610.80 feet (186.17 m) above sea level. The nearest populated place is Peck Ford, approximately 0.9 miles to the SE.