Steam Mill Hollow is a valley located in Jackson County, Tennessee. It appears on the Gainesboro USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 597.66 feet (182.17 m) above sea level. The nearest populated place is Antioch, approximately 0.8 miles to the E.