I've checked this before but I couldn't find a figure for how much the scarves boost the respective categories. If they're anything like other held items, it'll most likely be between 10-20%.
Suffice to say, they only boost them in the preliminary round, and are useless in the later rounds.
Bulbapedia - Scarf
