Rock Garden is a island located in Cleburne County, Alabama. It appears on the Cheaha Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,086.61 feet (636.00 m) above sea level. The nearest populated place is Elder (historical), approximately 2.9 miles to the ESE.