Furnace Creek is a stream located in Walker County, Georgia. It appears on the Villanow USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 828.51 feet (252.53 m) above sea level. The nearest populated place is Furnace (historical), approximately 1.0 miles to the ENE.