Deep Gap is a gap located in Polk County, Tennessee. It appears on the Oswald Dome USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,192.36 feet (363.43 m) above sea level. The nearest populated place is Reliance, approximately 1.5 miles to the E.