Machine Translation on Long FLORES uk to en (test)
27.89BLEUMATT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MATTTraining Time=7h 00m2025.10 | 27.89 | 11.81 | |
| Gemma 3 12B PT2025.10 | 26.32 | 12.68 | |
| FOCUS w/ NTPTraining Time=7h 00m2025.10 | 23 | 8.72 | |
| Token DistillationTraining Time=8h 20m2025.10 | 21.92 | 6.68 | |
| FOCUS w/ NTPTraining Time=10h 30m2025.10 | 21.73 | 8.46 | |
| Token DistillationTraining Time=5h 30m2025.10 | 21.54 | 6.42 | |
| FOCUS w/ NTPTraining Time=3h 30m2025.10 | 20.26 | 7.56 | |
| FOCUS2025.10 | 6.19 | 2.07 | |
| Transtokenizers w/ NTPTraining Time=7h 00m2025.10 | 2.17 | 3.14 | |
| Transtokenizers w/ NTPTraining Time=10h 30m2025.10 | 2.07 | 3.24 | |
| Transtokenizers w/ NTPTraining Time=3h 30m2025.10 | 1.24 | 2.46 | |
| TokAlign2025.10 | 0.31 | 0.08 | |
| Transtokenizers2025.10 | 0.1 | 0.06 | |
| WECHSEL2025.10 | 0 | 0 |