Adam Chilton and I have posted a new paper that criticizes some recent studies that suggest that they do. We show in our paper that once one takes into account time trends, the positive results disappear for two treaties–CEDAW and CAT. Whatever has caused gender equality to improve over the years, it is not the treaty regime.