Would never put my bike in the back of any cars, not only the bikes can get damaged particularly backing into a parallel parking, but the main problem is the dust and rain and grime that gets kicked into the bikes.
The roof is the best, but it can be noisy and the mileage suffers--forget it on the roof of a Prius.
The last option is to take the wheels off and put it inside!