Mud Flat Lake is a lake located in Bayfield County, Wisconsin. It appears on the Delta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,066.21 feet (324.98 m) above sea level. The nearest populated place is Delta, approximately 1.4 miles to the SE.