Machine Translation on sk-en (test)
32.62BLEUCipherDAug
Evaluation Results
| Method | Links | |
|---|---|---|
| CipherDAugNumber of Keys=22022.04 | 32.62 | |
| LRL+HRL + Aug+Pivot+WordSubPaired with=Cs (103k)2022.04 | 32.07 | |
| CipherDAugNumber of Keys=12022.04 | 31.19 | |
| PRENORM + FIXNORM + SCALENORM (4)Normalization Placement=PRENORM, Normalization Components=FIXNORM + SCALENORM2019.10 | 30.25 | |
| LRL+HRL + Aug+PivotPaired with=Cs (103k)2022.04 | 30.22 | |
| LRL+HRL + Aug(incl. Mono 2M)Paired with=Cs (103k)2022.04 | 30 | |
| Many-to-ManySetting=Massively Multilingual (59 langs)2022.04 | 29.54 | |
| PRENORM + FIXNORM + LAYERNORM (3)Normalization Placement=PRENORM, Normalization Components=FIXNORM + LAYERNORM2019.10 | 29.5 | |
| PRENORM + LAYERNORM (2)Normalization Placement=PRENORM, Normalization Components=LAYERNORM2019.10 | 29.45 | |
| POSTNORM + LAYERNORM (1)Normalization Placement=POSTNORM, Normalization Components=LAYERNORM2019.10 | 29.37 | |
| LRL+HRL + SDEPaired with=Cs (103k)2022.04 | 28.77 | |
| LRL+HRLPaired with=Cs (103k)2022.04 | 28.3 | |
| Many-to-OneSetting=Massively Multilingual (59 langs)2022.04 | 26.78 | |
| POSTNORM + LAYERNORM (published)Normalization Placement=POSTNORM, Normalization Components=LAYERNORM, Status=Published2019.10 | 24 | |
| 1-12022.04 | 24 |