Some part of it, yes. In the systems I worked on you had the "AC" - Automotive controller that was in a sort of deep sleep. But the "CG" - graphics controller was completely shut down.

They need to boot fast after the battery is replaced. Sleep also needs to not drain the battery. sometimes they will do a full shutdown after a week if sleep can still use power