They disappear once you click on them. So just click on one, then cancel that navigation and click on the next one, etc.
I really wish it didn't work this way. I'd like to have additional favorites that stay there. And there's a bug where if you're already routing someplace and click on one of these, it doesn't change the navigation, but now the destination you sent to the car is gone.