In that case, if he says no, then you cannot look at the card.
It was accidentally revealed and is not public information yet since it has not been played.
It is not the same as your opponent accidentally getting to see a card and therefore you'd get to see it too. This is a case where they have it in their hand and so it is normal for them to have the info that you don't have.