Keeping a house clean?

No kidding, you're going to have to move out. That place sounds like a serious health risk. Your flatmates might clean up once every so often, but if they've let it get into that state once, then you can guarantee that they will let it happen again. Yuck, I'm all itchy even thinking about that place