Cherry Creek is a stream located in Pontotoc County, Mississippi. It appears on the Northwest Pontotoc USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 351.33 feet (107.09 m) above sea level. The nearest populated place is Ecru, approximately 1.0 miles to the NNE.