We understand you might not always want to be added to a group. At this time, it's not possible to block a group. However, blocking the group admins ensure they can't add you to a group anymore.
To block an admin whose number is not stored in your phone's address book:
Learn how to block an admin whose number is stored in your phone's address book on: Android | iPhone | Windows Phone