as you can see this is kind of their main final result where they say on imagenet our top one accuracy sort of increases right here and uh even on these kind of subsets of imagenet or these are sort of corrupted sets of imagenet they make even more substantial improvements as you can see here now we'll go into what these corrupted subsets are but you know just for now these here are very difficult variants of imagenet they can be severely corrupted or or distorted and so on and you can see that the model improves severely over