Arthur said that was his team's 'one big blemish' and his outfit was superior to the Australian team.
Arthur was astonished by Australia's 2-1 Ashes loss.
'Had Australia played as well against England as they did against us, I firmly believe they would have won the Ashes,' Arthur said.
'It was a huge thing that guys like Mitchell Johnson and Phil Hughes didn't play well against England. We found when we played Australia last summer that they lost the big moments and we won them. If you look at the Ashes, the same thing happened when England applied pressure,' he said.