While I don't consider that fight particularly enjoyable - mainly because it was so evident story wise how it would end even before it began - it's still reasonable to assume, seeing how Kankuro collapsed right afterwards anyway, that the poison was also foggying already his mind at that point when he wondered how he had been poisoned.