Cave Canyon is a valley located in Bonneville County, Idaho. It appears on the Stouts Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,723.15 feet (2,049.22 m) above sea level. The nearest populated place is Cedron, approximately 3.5 miles to the ENE.