• Top Identical: the number of cases where the target compound with the lowest NLL is identical to the source compound. Top Identical allows to evaluate whether the ranking loss forces the transformer model to generate the source compound as the generated target compound with the lowest NLL. Note that, κ(s, s) = 1 for all possible source compounds s. Top Identical is calculated by averaging over the source compounds;