There are definitely some privacy benefits I imagine, as you are not directly utilizing a user account and the YouTube UI. Now if you are asking if it is still possible for google or YouTube to track you the answer is yes, you are just making it slightly harder.

Just self host invidious or use an invidious instance that is maintained? My self hosted one works just fine