Martin Hollow is a valley located in Smith County, Tennessee. It appears on the Pleasant Shade USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 584.23 feet (178.07 m) above sea level. The nearest populated place is Difficult, approximately 1.0 miles to the WSW.