I think it's reasonable to make a donation on behalf or provide an honorarium if someone makes it far enough into the process. Something like a $250 gift card or equivalent.

Not enough to make it worth farming interviews for compensation, but enough to show that the company appreciates that you spent 2-4 hours working on their take home.