I don't imagine that they'd be hard enough or fine enough.
It might be a bit of elbow grease, but I'd use a slurry of cerium oxide and water, and if the inside of the vase is accessible (presumably it is if you were considering pads), a sponge or fine cloth to rub it against the sides.