you know pretty large gains over the model over the same model where we do not train it with this noisy student training so this really seems to help you know due to the noise due to the additional data they do a lot of ablation studies so that's pretty interesting and they also do these studies on this special imagenet data set for example imagenet c you can see that there are quite a bit of distortions right here i don't even see if you can see it on this video but this is a swing so the swing right here is like something like this