Explore hiking trails around Rock Creek, Minnesota. The best hike near Rock Creek is Banning State Park Campground via Quarry Loop Trail and High Bluff Trail, a 3.9 mile out and back trail in Banning State Park. Rock Creek has population 1362.0.