Machine Translation on WMT newstest (test)
35.41BLEUExtract & Attend
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Extract & Attendlanguage_pair=Ru -> En2023.06 | 35.41 | 63.5 | |
| Annotationlanguage_pair=Ru -> En2023.06 | 34.84 | 60.5 | |
| Multi-tasklanguage_pair=Ru -> En2023.06 | 34.76 | 60.3 | |
| Placeholderlanguage_pair=Ru -> En2023.06 | 34.72 | 59.1 | |
| Transformer w/ Dictionarylanguage_pair=Ru -> En2023.06 | 34.67 | 56.1 | |
| Transformerlanguage_pair=Ru -> En2023.06 | 34.63 | 54 | |
| Extract & Attendlanguage_pair=En -> Ru2023.06 | 32.68 | 62.2 | |
| Replacementlanguage_pair=Ru -> En2023.06 | 32.01 | 56.7 | |
| Annotationlanguage_pair=En -> Ru2023.06 | 31.91 | 59.4 | |
| Placeholderlanguage_pair=En -> Ru2023.06 | 31.88 | 57.6 | |
| Multi-tasklanguage_pair=En -> Ru2023.06 | 31.88 | 57.8 | |
| Transformer w/ Dictionarylanguage_pair=En -> Ru2023.06 | 31.85 | 53.6 | |
| Transformerlanguage_pair=En -> Ru2023.06 | 31.83 | 52.2 | |
| Replacementlanguage_pair=En -> Ru2023.06 | 30.52 | 55.2 | |
| Extract & Attendlanguage_pair=Zh -> En2023.06 | 27.98 | 50.1 | |
| Annotationlanguage_pair=Zh -> En2023.06 | 27.73 | 48 | |
| Multi-tasklanguage_pair=Zh -> En2023.06 | 27.64 | 47.4 | |
| Placeholderlanguage_pair=Zh -> En2023.06 | 27.5 | 47.2 | |
| Transformer w/ Dictionarylanguage_pair=Zh -> En2023.06 | 27.49 | 43.2 | |
| Transformerlanguage_pair=Zh -> En2023.06 | 27.45 | 41.5 | |
| Replacementlanguage_pair=Zh -> En2023.06 | 27.21 | 45 | |
| Extract & Attendlanguage_pair=En -> Zh2023.06 | 26.79 | 48.6 | |
| Annotationlanguage_pair=En -> Zh2023.06 | 26.44 | 45.8 | |
| Placeholderlanguage_pair=En -> Zh2023.06 | 26.41 | 42.9 | |
| Multi-tasklanguage_pair=En -> Zh2023.06 | 26.38 | 45 | |
| Transformer w/ Dictionarylanguage_pair=En -> Zh2023.06 | 26.36 | 38.1 | |
| Transformerlanguage_pair=En -> Zh2023.06 | 26.32 | 34.8 | |
| Replacementlanguage_pair=En -> Zh2023.06 | 25.92 | 41.4 |