Rock Canyon is a valley located in Wheeler County, Oregon. It appears on the Muddy Ranch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,376.64 feet (419.60 m) above sea level. The nearest populated place is Horseheaven, approximately 8.3 miles to the SW.