Sunset Beach is a beach located in Cape May County, New Jersey. It appears on the Cape May USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -4.37 feet (-1.33 m) above sea level. The nearest populated place is Sunset Beach, approximately 0.3 miles to the SSW.