dd-mm-yyyy-invalid-object.log
is a file containing supplier items which doesn't exist on your shop, identified by its reference

dd-mm-yyyy-invalid-ref.log
is a file containing supplier items with an invalid reference according to PrestaShop rules

dd-mm-yyyy-duplicated-ref.log
is a file containing supplier items which exist on your shop as a product where the product supplier reference are duplicated