Rock Quarry Branch is a stream located in Marion County, Alabama. It appears on the Hackleburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 653.78 feet (199.27 m) above sea level. The nearest populated place is Tessner, approximately 2.2 miles to the SSW.