The calculated distance (air line) between Melbourne and Fairfield is approximately 4 miles respectively 6 kilometers.
By car or train, the actual journey to Fairfield is certainly longer, as only the direct route (as the crow flies) between Melbourne and Fairfield has been calculated here.