Cave Hollow is a valley located in Oregon County, Missouri. It appears on the Alton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 790.68 feet (241.00 m) above sea level. The nearest populated place is Midway, approximately 2.5 miles to the SSW.