I haven't gone to a game since I was about 11 or 12, so I was too young to keep score. Not really worth doing while watching at home, especially since I'm often doing other things while the game is playing.
If and when I go see another game live I'd definitely look into doing so, though. I understand enough about the scoring system to be able to do it, and it'd be a nice souvenir.
