Do you want to see your answers and how they compared to the correct answers? As @skieurope said, professors don’t have to give back tests because sometimes they reuse test questions. They should go over the test with you.
So “go” to the professor’s office hours and ask how you could review your test. If they won’t let you, then contact the department head.