Horseshoe Lake is a 398 acre lake located in Barron, Polk Counties. It has a maximum depth of 57 feet. Fish include largemouth bass, northern pike and walleye. According to the DNR, largemouth bass and northern pike are common in the lake while walleye are listed as present.