Rutherford Hollow is a valley located in Independence County, Arkansas. It appears on the Batesville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 274.35 feet (83.62 m) above sea level. The nearest populated place is Blowing Cave (historical), approximately 1.0 miles to the NNW.