Sleeper Branch is a stream located in Atlantic County, New Jersey. It appears on the Atsion USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4.46 feet (1.36 m) above sea level. The nearest populated place is Pleasant Mills, approximately 0.4 miles to the SSW.