Gold Mine Branch is a stream located in Lincoln County, Georgia. It appears on the Metasville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 329.65 feet (100.48 m) above sea level. The nearest populated place is Midway, approximately 2.5 miles to the NE.