Cave Point is a cape located in Door County, Wisconsin. It appears on the Jacksonport USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 629.92 feet (192.00 m) above sea level. The nearest populated place is Whitefish Bay, approximately 2.8 miles to the SW.