Cave Point is a popular stop for visitors, well-known for its wave-worn Dolomite/limestone ledges, underwater caves and stirring view of Lake Michigan. A half-mile hiking trail stretches through the forest of birch, maple and beech trees and links up with several miles of trails in the adjacent Whitefish Dunes State Park, which borders the park on three sides.