Hello,
What you report is also quite different from what has been written in PyTorch documentation: http://pytorch.org/docs/master/torchvision/models.html 275
I don’t know which dataset split those scores are for though. I would also like to test this when I have time. Maybe @fmassa and @smth can comment on this.