In high school, from first to last is:

9th - A Freshman.
10th - A Sophomore.
11th - A Junior.
12th - A Senior.

Middle schools and elementary schools usually don't have a specific name for a grade level.


And yes, colleges do use the Freshman, Sophomore, Junior, and Senior titles as well.