Cane Creek is a stream located in Pine County, Minnesota. It appears on the Sandstone North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,023.62 feet (312.00 m) above sea level. The nearest populated place is Rutledge, approximately 3.1 miles to the NNW.