Question: if someone blocked you on whatsapp does their profile picture disappear?
Answer: No, the profile pic doesn't disappear when you block some one on WhatsApp . The only thing which will disappear is the last seen. Even the status will also be visible. The profile pic will disappear if someone has blocked YOU.