The past tense of drop off the cliff is dropped off the cliff.

The third-person singular simple present indicative form of drop off the cliff is drops off the cliff.

The present participle of drop off the cliff is dropping off the cliff.

The past participle of drop off the cliff is dropped off the cliff.