Steep Hollow is a valley located in Perry County, Mississippi. It appears on the Neely USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 70.61 feet (21.52 m) above sea level. The nearest populated place is Beaumont, approximately 3.1 miles to the W.