That's completely understandable - leveraging the train set. But what I was trying to say is that the comparison is relative to models that were actually zero-s

That's completely understandable - leveraging the train set. But what I was trying to say is that the comparison is relative to models that were actually zero-shot and not tuned. It isn't apples to apples, it's apples to orchards.