Me too. Not going to make something as simple as this difficult.

I want to leave, I leave. Giving others the opportunity to say goodbye is polite in my opinion. A wave to the group and a quick round of hugs if that makes sense.

At a minimum one should say goodbye to the host.

This is the way to do it