twenty two percent with one labeled example per class that is derived by picking the best starting point for each of the classes so they went through all of they went through all of say far ten or there's actually papers on this and they found like the plain picture that is the most plain out of [Laughter] yeah yes that's how they got that if they're if they got a random one I think they got like 68 yeah all ten by way so that's the most cat that's how clean your labels have to be so first of all you know I mean they're showing this on