It is extremely unlikely that eBay would find against you. Claims made by buyers are nearly always upheld unless there is definite evidence to prove otherwise. What may happen, as a result of the seller asking eBay to step in and help, is that eBay refunds you themselves instead of taking the refund from the seller.