Goldmine Branch is a stream located in Paulding County, Georgia. It appears on the Yorkville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,081.75 feet (329.72 m) above sea level. The nearest populated place is Yorkville, approximately 2.2 miles to the WNW.