HyperAI超神经

Machine Translation On Wmt2016 Romanian

评估指标

BLEU score

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称BLEU score
incorporating-a-local-translation-mechanism31.24
finetuned-language-models-are-zero-shot38.1
alleviating-the-inequality-of-attention-heads32.85
edinburgh-neural-machine-translation-systems33.3
finetuned-language-models-are-zero-shot37.3
non-autoregressive-neural-machine-translation-131.44
textbox-2-0-a-text-generation-library-with-
cross-lingual-language-model-pretraining35.3
flowseq-non-autoregressive-conditional32.03
flowseq-non-autoregressive-conditional32.91
deterministic-non-autoregressive-neural30.30
flowseq-non-autoregressive-conditional32.46
language-models-not-just-for-pre-training40.3
gentranslate-large-language-models-are33.5
flowseq-non-autoregressive-conditional30.69
flowseq-non-autoregressive-conditional30.16
adaptively-sparse-transformers33.1
alleviating-the-inequality-of-attention-heads32.95
levenshtein-transformer33.26
incorporating-a-local-translation-mechanism33.26
adaptively-sparse-transformers32.89