The calculated distance (air line) between Armadale and Inverkeithing is approximately 16 miles respectively 25 kilometers.
By car or train, the actual journey to Inverkeithing is certainly longer, as only the direct route (as the crow flies) between Armadale and Inverkeithing has been calculated here.
Air line (approximately)
25 kilometers
14 nautical miles