- dataset: opus
- model: transformer
- source language(s): kdx kin lin lug nya run sna swh toi_Latn tso umb xho zul
- target language(s): eng
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- download: opus-2020-06-28.zip
- test set translations: opus-2020-06-28.test.txt
- test set scores: opus-2020-06-28.eval.txt
testset | BLEU | chr-F |
---|---|---|
Tatoeba-test.kdx-eng.kdx.eng | 11.9 | 0.285 |
Tatoeba-test.kin-eng.kin.eng | 22.3 | 0.422 |
Tatoeba-test.lin-eng.lin.eng | 10.8 | 0.238 |
Tatoeba-test.lug-eng.lug.eng | 3.6 | 0.135 |
Tatoeba-test.multi.eng | 25.5 | 0.424 |
Tatoeba-test.nya-eng.nya.eng | 41.5 | 0.528 |
Tatoeba-test.run-eng.run.eng | 24.7 | 0.419 |
Tatoeba-test.sna-eng.sna.eng | 24.3 | 0.417 |
Tatoeba-test.swa-eng.swa.eng | 4.9 | 0.203 |
Tatoeba-test.toi-eng.toi.eng | 5.5 | 0.160 |
Tatoeba-test.tso-eng.tso.eng | 100.0 | 1.000 |
Tatoeba-test.umb-eng.umb.eng | 7.1 | 0.209 |
Tatoeba-test.xho-eng.xho.eng | 35.4 | 0.516 |
Tatoeba-test.zul-eng.zul.eng | 52.9 | 0.659 |
- dataset: opus
- model: transformer
- source language(s): kdx kin lin lug nya run sna toi_Latn tso umb xho zul
- target language(s): eng
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- download: opus-2020-07-04.zip
- test set translations: opus-2020-07-04.test.txt
- test set scores: opus-2020-07-04.eval.txt
testset | BLEU | chr-F |
---|---|---|
Tatoeba-test.kdx-eng.kdx.eng | 4.2 | 0.198 |
Tatoeba-test.kin-eng.kin.eng | 24.0 | 0.417 |
Tatoeba-test.lin-eng.lin.eng | 8.1 | 0.254 |
Tatoeba-test.lug-eng.lug.eng | 3.4 | 0.141 |
Tatoeba-test.multi.eng | 26.3 | 0.433 |
Tatoeba-test.nya-eng.nya.eng | 29.1 | 0.485 |
Tatoeba-test.run-eng.run.eng | 26.4 | 0.433 |
Tatoeba-test.sna-eng.sna.eng | 24.4 | 0.400 |
Tatoeba-test.toi-eng.toi.eng | 5.8 | 0.142 |
Tatoeba-test.tso-eng.tso.eng | 79.7 | 0.852 |
Tatoeba-test.umb-eng.umb.eng | 4.8 | 0.215 |
Tatoeba-test.xho-eng.xho.eng | 35.4 | 0.523 |
Tatoeba-test.zul-eng.zul.eng | 45.6 | 0.577 |
- dataset: opus
- model: transformer
- source language(s): kin lin lug nya run sna swh toi_Latn tso umb xho zul
- target language(s): eng
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- download: opus-2020-07-14.zip
- test set translations: opus-2020-07-14.test.txt
- test set scores: opus-2020-07-14.eval.txt
testset | BLEU | chr-F |
---|---|---|
Tatoeba-test.kin-eng.kin.eng | 29.1 | 0.472 |
Tatoeba-test.lin-eng.lin.eng | 5.7 | 0.239 |
Tatoeba-test.lug-eng.lug.eng | 8.2 | 0.277 |
Tatoeba-test.multi.eng | 22.2 | 0.386 |
Tatoeba-test.nya-eng.nya.eng | 35.0 | 0.516 |
Tatoeba-test.run-eng.run.eng | 26.0 | 0.425 |
Tatoeba-test.sna-eng.sna.eng | 15.9 | 0.374 |
Tatoeba-test.toi-eng.toi.eng | 5.0 | 0.094 |
Tatoeba-test.tso-eng.tso.eng | 100.0 | 1.000 |
Tatoeba-test.umb-eng.umb.eng | 5.4 | 0.199 |
Tatoeba-test.xho-eng.xho.eng | 37.1 | 0.547 |
Tatoeba-test.zul-eng.zul.eng | 47.1 | 0.606 |
- dataset: opus
- model: transformer
- source language(s): kin lin lug nya run sna swh toi_Latn tso umb xho zul
- target language(s): eng
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- download: opus-2020-07-19.zip
- test set translations: opus-2020-07-19.test.txt
- test set scores: opus-2020-07-19.eval.txt
testset | BLEU | chr-F |
---|---|---|
Tatoeba-test.kin-eng.kin.eng | 37.7 | 0.550 |
Tatoeba-test.lin-eng.lin.eng | 8.1 | 0.244 |
Tatoeba-test.lug-eng.lug.eng | 8.2 | 0.282 |
Tatoeba-test.multi.eng | 22.3 | 0.386 |
Tatoeba-test.nya-eng.nya.eng | 40.1 | 0.529 |
Tatoeba-test.run-eng.run.eng | 25.9 | 0.423 |
Tatoeba-test.sna-eng.sna.eng | 19.6 | 0.395 |
Tatoeba-test.swa-eng.swa.eng | 4.6 | 0.191 |
Tatoeba-test.toi-eng.toi.eng | 14.5 | 0.347 |
Tatoeba-test.tso-eng.tso.eng | 100.0 | 1.000 |
Tatoeba-test.umb-eng.umb.eng | 5.4 | 0.201 |
Tatoeba-test.xho-eng.xho.eng | 37.2 | 0.553 |
Tatoeba-test.zul-eng.zul.eng | 42.7 | 0.573 |
- dataset: opus
- model: transformer
- source language(s): kin lin lug nya run sna swh toi_Latn tso umb xho zul
- target language(s): eng
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- download: opus-2020-07-26.zip
- test set translations: opus-2020-07-26.test.txt
- test set scores: opus-2020-07-26.eval.txt
testset | BLEU | chr-F |
---|---|---|
Tatoeba-test.kin-eng.kin.eng | 32.7 | 0.502 |
Tatoeba-test.lin-eng.lin.eng | 7.6 | 0.228 |
Tatoeba-test.lug-eng.lug.eng | 8.2 | 0.282 |
Tatoeba-test.multi.eng | 22.5 | 0.389 |
Tatoeba-test.nya-eng.nya.eng | 38.6 | 0.519 |
Tatoeba-test.run-eng.run.eng | 26.0 | 0.425 |
Tatoeba-test.sna-eng.sna.eng | 21.8 | 0.429 |
Tatoeba-test.swa-eng.swa.eng | 5.1 | 0.197 |
Tatoeba-test.toi-eng.toi.eng | 16.2 | 0.342 |
Tatoeba-test.tso-eng.tso.eng | 100.0 | 1.000 |
Tatoeba-test.umb-eng.umb.eng | 6.0 | 0.190 |
Tatoeba-test.xho-eng.xho.eng | 35.3 | 0.539 |
Tatoeba-test.zul-eng.zul.eng | 44.6 | 0.600 |
- dataset: opus2m
- model: transformer
- source language(s): kin lin lug nya run sna swh toi_Latn tso umb xho zul
- target language(s): eng
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- download: opus2m-2020-08-12.zip
- test set translations: opus2m-2020-08-12.test.txt
- test set scores: opus2m-2020-08-12.eval.txt
testset | BLEU | chr-F |
---|---|---|
Tatoeba-test.kin-eng.kin.eng | 31.7 | 0.481 |
Tatoeba-test.lin-eng.lin.eng | 8.3 | 0.271 |
Tatoeba-test.lug-eng.lug.eng | 5.3 | 0.128 |
Tatoeba-test.multi.eng | 23.1 | 0.394 |
Tatoeba-test.nya-eng.nya.eng | 38.3 | 0.527 |
Tatoeba-test.run-eng.run.eng | 26.6 | 0.431 |
Tatoeba-test.sna-eng.sna.eng | 27.5 | 0.440 |
Tatoeba-test.swa-eng.swa.eng | 4.6 | 0.195 |
Tatoeba-test.toi-eng.toi.eng | 16.2 | 0.342 |
Tatoeba-test.tso-eng.tso.eng | 100.0 | 1.000 |
Tatoeba-test.umb-eng.umb.eng | 8.4 | 0.231 |
Tatoeba-test.xho-eng.xho.eng | 37.2 | 0.554 |
Tatoeba-test.zul-eng.zul.eng | 40.9 | 0.576 |