To delete a question, click on the red delete icon on the right hand side of the screen next to your question:
NB. Once you have deleted a question, it cannot be restored. If you have duplicated a quiz, deleting a question will only remove it from the quiz you are editing, not the original quiz from which you made the duplicate. Any images you added to the question and its answers will not be deleted from the image library.