Actually, those are not sufficient to implement weak references, and have a much different use case! With WeakMap and WeakSet, the keys are weakly referenced, hence the names. If you have a WeakMap, you can't produce a value stored in the map without a strong reference to a key.
You can actually polyfill WeakMap and WeakSet. You can't do the same for weak references.