Too expensive. It's very hard to find even an aircraft carrier at the surface, ocean is just too big. Metallic non-moving things at the bottom is easier, but it still often takes years to find a large sank ship, yet alone a small round spacecraft.

But there are many ocean hunters ready to jump on the assignment, if you secure funding.