Review for NeurIPS paper: Measuring Robustness to Natural Distribution Shifts in Image Classification

Neural Information Processing Systems 

I have to look more deeply into this but judging from a quick read their results do indeed change my perception on the performance gap in ImageNet-V2. Nevertheless I think ObjectNet is the more obvious example and should be front and center.