The calculated distance (air line) between Canary Wharf and Blackheath is approximately 3 miles respectively 5 kilometers.
By car or train, the actual journey to Blackheath is certainly longer, as only the direct route (as the crow flies) between Canary Wharf and Blackheath has been calculated here.
Air line (approximately)
5 kilometers
3 nautical miles