This does not appear to be true - just tried with the beta and regular Android app with wifi + data off, and was able to access my credentials just fine.
Why downvote a valid, relevant anecdote? I'm using the browser extension on Chrome and have encountered being booted back to the login screen a few times. And I certainly want to avoid dependency on my own infra when it holds credentials that would enable me to fix said infra.