Phrase-Based & Neural Unsupervised Machine Translation

Benchmark Model Rank Results
machine-translation-on-wmt2014-english-frenchUnsupervised PBSMT#49BLEU score: 28.11
machine-translation-on-wmt2014-english-frenchPBSMT + NMT#50BLEU score: 27.6
machine-translation-on-wmt2014-english-frenchUnsupervised NMT + Transformer#53BLEU score: 25.14
machine-translation-on-wmt2014-english-germanPBSMT + NMT#71BLEU score: 20.23
machine-translation-on-wmt2014-english-germanUnsupervised PBSMT#75BLEU score: 17.94
machine-translation-on-wmt2014-english-germanUnsupervised NMT + Transformer#77BLEU score: 17.16
machine-translation-on-wmt2016-english-1PBSMT + NMT#15BLEU score: 25.13
machine-translation-on-wmt2016-english-1Unsupervised PBSMT#16BLEU score: 21.33
machine-translation-on-wmt2016-english-1Unsupervised NMT + Transformer#17BLEU score: 21.18
unsupervised-machine-translation-on-wmt2014-1PBSMT + NMT#6BLEU: 27.7
unsupervised-machine-translation-on-wmt2014-2PBSMT + NMT#7BLEU: 27.6
unsupervised-machine-translation-on-wmt2016PBSMT + NMT#6BLEU: 20.2
unsupervised-machine-translation-on-wmt2016-1PBSMT#6BLEU: 25.2