Unicorn Branch is a stream located in Queen Anne's County, Maryland. It appears on the Millington USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.36 feet (0.11 m) above sea level. The nearest populated place is Kirby Landing, approximately 0.4 miles to the SSW.