Rock Creek is a stream located in Gilmer County, Georgia. It appears on the Cashes Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,520.26 feet (463.38 m) above sea level. The nearest populated place is Goose Island, approximately 0.0 miles to the N.