The calculated distance (air line) between Inverkeithing and Leeds is approximately 171 miles respectively 275 kilometers.
By car or train, the actual journey to Leeds is certainly longer, as only the direct route (as the crow flies) between Inverkeithing and Leeds has been calculated here.
Air line (approximately)
275 kilometers
149 nautical miles