"They wake up late."

Translation: Ils se réveillent tard.

[JennaB219]

What is the difference between 'tard' and 'en retard'?

[marz378804]

I wrote "Ils se réveillent en retard" and it was marked incorrect. Why is 'en retard' in the hints if its wrong? And why is it wrong?