Flores-200
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Machine Translation | FLORES-200 xx→en | XCOMET97.68 | 46 | |
| Machine Translation | Flores-200 Romance group en->xx (test) | BLEU39.83 | 46 | |
| Translation | FLORES-200 it-en (devtest) | sacreBLEU37.0319 | 35 | |
| Translation | FLORES-200 en-it (devtest) | sacreBLEU33.831 | 35 | |
| Machine Translation | FLORES-200 (devtest) | Delta chrF++4.88 | 26 | |
| Machine Translation | FLORES-200 en→xx | XCOMET Score96.93 | 24 | |
| Machine Translation | FLORES-200 CS-EN (test) | BLEU21.9 | 22 | |
| Machine Translation | FLORES-200 (test) | xCOMET (DE)98.04 | 22 | |
| Machine Translation | FLORES-200 Target language | MT Score34.1 | 16 | |
| Tokenization Efficiency | FLORES-200 (dev+devtest) | Mean Brahmic Fertility10.43 | 11 | |
| Machine Translation | FLORES-200 EN-ZH (test) | BLEU24.3 | 11 | |
| Machine Translation | FLORES-200 EN-CS (test) | BLEU12.9 | 11 | |
| Machine Translation | FLORES-200 TR-EN (test) | BLEU19.1 | 11 | |
| Machine Translation | FLORES-200 hye_Armn-English (test) | COMET-2288.8 | 7 | |
| Machine Translation | Flores-200 en-bo | BLEU13.56 | 6 | |
| Machine Translation | FLORES-200 uig_Arab-English (test) | COMET-2286.4 | 6 | |
| Language Identification | FLORES-200 CLD3 label set 77 languages (test) | F1 Score99.9 | 5 | |
| Machine Translation | FLoRes-200 Korean (test) | BLEU21.7 | 5 | |
| Per-word fertility | FLORES-200 | Fertility (En)1.431 | 4 | |
| Machine Translation | FLORES-200 Spanish-Bengali (devtest) | chrF++47.8 | 4 | |
| Machine Translation | FLORES-200 Spanish-Yoruba (devtest) | chrF++24.52 | 4 | |
| Bitext Mining (with hard negatives) | FLORES-200 34 languages | d-xsim++32.82 | 4 | |
| Machine Translation | FLORES-200 eng to mri | BLEU25.05 | 3 | |
| Machine Translation | FLORES-200 mri to eng | BLEU30.15 | 3 | |
| Bitext Mining (with hard negatives) | FLORES-200 81 languages | xsim++18.65 | 3 |
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