Elrod Falls is located just west of Route 31 and TN 131 intersection. It is located in an undeveloped county park and is a cascading falls with a drop of over 100 feet. There is a gravel trail of less than 0.25 miles to the waterfall, and at the base of the falls is the local swimming hole.