Smith Hollow is a valley located in Grainger County, Tennessee. It appears on the Luttrell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,015.89 feet (309.64 m) above sea level. The nearest populated place is Maples (historical), approximately 0.2 miles to the W.