Cave Rock is a pillar located in Monroe County, Wisconsin. It appears on the City Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,314.80 feet (400.75 m) above sea level. The nearest populated place is Farmers Valley, approximately 2.4 miles to the W.