Cave Ridge is a ridge located in Smyth County, Virginia. It appears on the Cedar Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,012.89 feet (918.33 m) above sea level. The nearest populated place is Shady Grove, approximately 3.6 miles to the W.