Martins Bay is a swamp located in Holmes County, Florida. It appears on the Bonifay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 167.32 feet (51.00 m) above sea level. The nearest populated place is Hoover Mill, approximately 3.2 miles to the NW.