What do the task statuses in History mean?

Scheduled waits for its date and time, Pending waits in the queue, and Processing is running now. Completed finished cleanly, Completed with errors finished with some failed images, and Failed could not run.

Cancelled means you stopped it. Open View details for the Error Log.