Swallow Falls Oakland, MD On our way home from WV, we stopped at Swallow Falls State Park near Oakland, MD. There is a cost & it depends on the day & month you visit. It's a fairly easy 1.1 mile hike to see 4 waterfalls & some pretty cascades.