Yes. The way cliffs work in 2d Zelda games is very simple... When Link jumps off, he keeps going until he has cleared all solid combos. This includes rocks, trees, boulders and what-have-you.
There's a really great example of this in LttP where you can jump off a ledge on Death Mountain and you will go past the stationary boulders on the ground before landing.
