What happened further back in the past? This has to be expressed in past perfect. So the correct translation should be. They came/arrived after we had left.
And, of course, this answer is not accepted by the system. And there goes another heart.
I tried the following "Then they come after we have left" but was marked wrong. I cannot see what is indicating past tense in the original Indonesian sentence and would appreciate an explanation of how this works.