Right-click an annotation in the Map Layers pane and
select Delete Layer from the pop-up menu.
or
Right-click an annotation in the Map View and select
Delete Annotation from the pop-up menu.
or
Select the annotation in the Map Layers pane and press
Delete on your keyboard.