Completed tasks show on the Todo list

As you can see in this view, a completed task shows in the Todo list.
A completed task should not be in the todolist right?

If you look at the view, filter is set to All Tasks, which means all the incomplete and completed tasks would be showed in the tasklist. Changing that to Incomplete Tasks would only show you the in-completed tasks.