To delete a Performance Measurement event you have set, on the Editor panel/Disassemble panel, right-click the event mark in the event area and select [Delete Event] from the context menu that is displayed.

Also, there is another way to delete a set event. Select the Performance Measurement event you want to delete on the Events panel, and then click the button in the toolbar (see "2.19.5 Delete events").