The Jedi as a whole? No, that is Palpatine's propaganda.
Mace Windu committed treason when he attempted to execute the Chancellor without a trial, but the mission that day was to arrest Palpatine on his suspected crimes, which I believe is within their judicial authority as space police samurai monks.