Sunset Point is a cape located in Yates County, New York. It appears on the Keuka Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 721.88 feet (220.03 m) above sea level. The nearest populated place is Crosby, approximately 2.3 miles to the SSW.