ablations and a lot of a lot of these papers do appellations and i generally appreciate that so here they visualize that the attention mechanism in their model actually refers to different instances right encoder self attention for a set of reference points the encoder is able to separate individual instances and you can see that pretty clearly right here where and even here with the overlapping cows and this is the sort of experiment that I would expect that actually convinces me that their architecture does what it says