The calculated distance (air line) between Melbourne and Port Melbourne is approximately 2 miles respectively 3 kilometers.
By car or train, the actual journey to Port Melbourne is certainly longer, as only the direct route (as the crow flies) between Melbourne and Port Melbourne has been calculated here.
Air line (approximately)
3 kilometers
2 nautical miles