Ebay can't objectively arbitrate because they don't handle the goods... so they always favour the buyer.   I would be ecstatic to hear about stories that favour the seller in similar circumstances, would be very rare. 

In this case paypal might require the buyer to prove non-authenticity, ebay certainly won't.