Harriet Hollister Spencer State Recreation Area is a New York State Park located in the hills six miles south of Honeoye Lake, and affords one of the most beautiful scenic views in the Finger Lakes region. I would argue that Harriet Hollister and The Jump Off at Ontario County Park are the two most beautiful, must-visit places in Autumn when the trees are in their peak of change.
One thing to keep in mind: the road is pretty rocky and pitted in places. It is a beautiful, yet very bumpy, drive. There are 16 miles of hiking, biking, and cross-country skiing trails, including the Overlook Trail.