Leave. the silent treatment is emotionally abusive and manipulative. if they are not able to participate in problem solving like a true partner, then why would you stick around?
You must have done something or said something to make your partner mad or upset. If you press it sometimes makes things worse. Nothing give them time to cool off or get over it or until they want to talk about it.