Kilgore Falls. Photo courtesy of the Maryland Department of Natural Resources. Most Popular: Kilgore Falls This swimming hole near Baltimore is so popular that you’ll need a reservation to visit on weekends and holidays. A half-mile walk along Falling Branch trail leads to a 17-foot-high waterfall and a catch pool for sitting, swimming, or standing…