Yes, you're right, you do see more rocks and plants. In reality, the plants are live corals. What you can't see are the starfish, crabs, snails shrimp and other life that's in there.
You'll find very few fish in a reef tank. Mainly live corals and rocks. Hence "reef" tank,
AO