Whiteoak Creek is a stream located in Cleveland County, North Carolina. It appears on the Waco USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 740.70 feet (225.77 m) above sea level. The nearest populated place is Stony Point, approximately 1.6 miles to the SSE.