GDPR wont change anything
As far as eBay is concerned they have a legitimate interest in keeping this data to prevent fraud. So they have no reason to delete the data even once GDPR kicks in.
In addition, the right to erasure only applies to data that you needed to obtain via consent I very much doubt eBay obtained consent for these details and instead depend on that they need the data to fulfil the contract.