My co-workers and I don't live near each other so we don't meet up for lunch when we work remote. And it seems like other people skip their lunch so they can sign off early.
When I go into the office, I just eat a bowl of instant spicy noodles (there are few people there these days), and at home I just eat something from the fridge.