| Benchmark | Model | Rank | Results |
|---|---|---|---|
| machine-translation-on-wmt2014-english-german | AdvAug (aut) | – | BLEU score: 28.58 |
| machine-translation-on-wmt2014-english-german | AdvAug (aut+adv) | – | BLEU score: 29.57 |
| machine-translation-on-wmt2014-english-german | AdvAug (mixup) | – | BLEU score: 28.08 |