Walnut Creek is a stream located in Calhoun County, Mississippi. It appears on the Vardaman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 308.91 feet (94.16 m) above sea level. The nearest populated place is Loyd, approximately 2.5 miles to the NW.