Steepbank Creek is a stream located in Rankin County, Mississippi. It appears on the Whitfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 304.22 feet (92.73 m) above sea level. The nearest populated place is Anse, approximately 1.7 miles to the SSW.