For other sites called Falling Creek Falls see Falling Creek Falls (disambiguation)`` Fall Creek Falls is the highest free-fall waterfall east of the Mississippi River. The falls are located near Spencer, Tennessee in Fall Creek Falls State Park. A short trail leads from the parking lot atop the plateau down to the base of the gorge, giving acce.....