Single choice means there is only one correct answer. This is the most common question format for standardised tests. You should also use this question type for True or False questions.
Multiple choice questions support multiple correct answers. In order for the question to be marked correct, users must select ALL of the correct answers. If they only select some correct answers, then the question is marked incorrect.
Free choice questions give the user an input field where they must type the correct answer.