Instructors have access to the Full Grade Center to see all student grades. But, they do not have access to see what students see.
The Student Grade Center provides detailed grade information to the student. Students are able to see their grades, details about attempts made, and review submitted answers/work. Of course, this is dependent upon what the instructor has allowed the student to view.
To get an overview of the Student Grade Center, watch this video.