If the building the kids are in suffers structural damage (which, if it's close enough it might) going under the desk is good, even if the desk is made from heavy cardboard paper. In general any kind of barrier is also going to help protect you against radiation, heat, etc.

Why does everyone assume the bomb is going to fall directly above their heads or in some very small radius? It's a whole bloody island, it could drop anywhere.