Watercress Creek is a stream located in Sheboygan County, Wisconsin. It appears on the Dundee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,008.01 feet (307.24 m) above sea level. The nearest populated place is Chinatown, approximately 0.2 miles to the SE.