Appointments not showing in BuddyPress profile

I tried creating some appointments on a subsite, these show up under My Appointments fine after being confirmed.

But when I go to my profile on BuddyPress (on another subsite) there are no appointments listed under My Appointments.

I have Appointments+ network enabled, should this just work and pick up appointments from any subsite?