What would have happened in Italy without a quarantine? The same thing because incubation times means that you won't see the effect of any measures taken right away.
The quarantine should stop it from growing worse and worse some time in the future, but has had little effect on what has happened sofar. Which is why countries take measures before things truly go bad. Because you need to account for incubation lag time.