Labour MP Paul Flynn told Radio 5 live Mr Hammond had started "the annual game of horse trading that goes on at every department saying, 'we can't have any cuts here'".
Mr Flynn walked out of the committee hearing just over 10 minutes after it had started, although he suggested this was "not entirely" due to his dissatisfaction with the answers he had received.