It varies from state to state. Currently 25 states charge extra annual registration fees for EV owners. Here in California I'm paying an extra $108 tax to make up for lack of gas taxes, exorbitant because I don't drive it much.
Good point. EV owners should be able to declare how much they drove the year before and have their registration fees adjusted.