Cave Canyon is a valley located in Cassia County, Idaho. It appears on the Buckhorn Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,343.75 feet (1,628.78 m) above sea level. The nearest populated place is Iversons, approximately 3.3 miles to the NE.