Cherry Creek Cove is a bay located in Garrett County, Maryland. It appears on the McHenry USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,457.84 feet (749.15 m) above sea level. The nearest populated place is Thayerville, approximately 1.9 miles to the SSW.