A stolen watch can be erased, and reset if the thief has your Apple ID and password so they can bypass Apple Watch Activation Lock. If they don't have your Apple ID then they could try to remove the Activation Lock using a removal service. Some online services claim to be able to get rid of the iCloud lock. If it were successfully removed then the watch could be reset and used by someone else.