imbalance this table shows the evidence of the balancing of the distribution with these ablation studies such as balancing dataset or unbalanced in a dataset showing a point eight percent accuracy improvement which is very significant for imagenet classification and then also the idea of using the Instagram tags versus ranking the list of the pretty distributions and then comparing all these performances to supervised learning this table is the showing the big highlights of the paper you see they achieve 81.2% accuracy with