No; they need air as well, unless it is a plant that normally grows in water.

Actually, many types of seeds will germinate in water just fine. Water typically has dissolved oxygen in fairly large amounts. But the question is....why?

They won't make the transition from being fished out of the water to the soil very happily. Why add more steps to an already simple, successful, and natural process?