Firefox essentially does not have a master password, either, because shortly after starting Firefox you would be forced to input the master password to use websites and leave it unlocked for the entire session. Chrome just saves you from manual unlocking and at least encrypts the passwords on disk by default.
In all imaginable cases, you should always lock the screen, because it is the most reliable method to protect your desktop.