Rose 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 584.27 feet (178.09 m) above sea level. The nearest populated place is Gum Springs, approximately 2.0 miles to the NNE.