Smith Hollow Branch is a stream located in Grainger County, Tennessee. It appears on the Luttrell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,009.08 feet (307.57 m) above sea level. The nearest populated place is Maples (historical), approximately 0.1 miles to the W.