Smallpox Bay is a bay located in San Juan County, Washington. It appears on the Roche Harbor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3.35 feet (1.02 m) above sea level. The nearest populated place is Yacht Haven, approximately 3.1 miles to the N.