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Item ranks don't show on the items info screen. If you want an ingame list, if you check the data shop, the first 40 items in the weapons and armour lists are the rank 1-40 items in their rank order, however, it won't show it's name until you acquire it.
There is probably also an online list somewhere, but I have never searched for one.