Coffee Branch is a swamp located in Franklin County, Florida. It appears on the Fort Gadsden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 16.58 feet (5.05 m) above sea level. The nearest populated place is Ekanachatte (historical), approximately 1.3 miles to the WNW.