As far as I know (I have 10 yr old marks in my drive!) there is no practical way to remove them. What you are looking at is actually clean and dry concrete that has been protected by the Armoral. After cleaning the drive, the stains will disappear when dry, only to return when wet. I suppose one solution is to Armoral (seal) the entire drive.