Do CIFAR-10 Classifiers Generalize to CIFAR-10?

Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt +1

Machine learning is currently dominated by largely experimental work focused on improvements in a few key tasks. However, the impressive accuracy numbers of the best performing mod…