Cane Bay Beach is a beach located in St. Croix County, United States Virgin Islands. It appears on the Baron Bluff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9.84 feet (3.00 m) above sea level. The nearest populated place is Canebay, approximately 0.2 miles to the SSW.