Water does not block or weaken a magnetic field, so the magnet will attract objects as usual underwater. That's why Magnet fishing is possible.

Materials like wood, plastic, glass, and rubber let the magnetic field pass through them without weakening it. All these materials do not interact much with magnetic fields. To know more read the article Magnetic materials.