The calculated distance (air line) between Melbourne and South Melbourne is approximately 1 miles respectively 2 kilometers.
By car or train, the actual journey to South Melbourne is certainly longer, as only the direct route (as the crow flies) between Melbourne and South Melbourne has been calculated here.
Air line (approximately)
2 kilometers
1 nautical miles