Cave Valley is a basin located in Hardy County, West Virginia. It appears on the Baker USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,639.34 feet (499.67 m) above sea level. The nearest populated place is Arkansas, approximately 1.9 miles to the W.