Gwynn's Falls is a neighborhood in the Southwestern District of Baltimore, located between Irvington (west) and Gwynns Falls Leakin Park (east). Frederick Avenue (Maryland Route 144) marks the neighborhood's boundary to the north; Wilkens Avenue (Maryland Route 372) draws its southern edge. Caton Avenue separates it from Irvington to the west.