Caney Creek is a stream located in Montgomery County, Mississippi. It appears on the Winona USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 321.52 feet (98.00 m) above sea level. The nearest populated place is Foltz, approximately 0.6 miles to the N.