It seems that this is the same problem as mentioned in https://community.windy.com/topic/5677/favorite-spot-will-not-save. If I reload the app (Ctrl-R) then the favourites do show up. However, it seems I have to do this each time I add a new Favourite to get it to show up on the map or list.
(Sorry for the duplicate, difference in UK/US spelling)