Machine Translation on Kupang Malay
13.27SacreBLEULius-Large-MT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Lius-Large-MTPrompting Setting=Zero-shot2026.06 | 13.27 | 32.8 | 89.64 | 32.62 | |
| Lius-Large-MTPrompting Setting=Few-shot2026.06 | 12.99 | 32.01 | 90.36 | 31.55 | |
| Lius-Base-MTPrompting Setting=Zero-shot2026.06 | 11.88 | 31.23 | 92.83 | 30.52 | |
| Lius-Base-MTPrompting Setting=Few-shot2026.06 | 11.63 | 30.26 | 92.9 | 29.75 | |
| Lius-Small-MTPrompting Setting=Zero-shot2026.06 | 9.2 | 27.75 | 98.76 | 25.55 | |
| Lius-Small-MTPrompting Setting=Few-shot2026.06 | 8.72 | 26.7 | 97.96 | 24.99 | |
| mT0-XXL-MTPrompting Setting=Zero-shot2026.06 | 4.86 | 22.93 | 114.6 | 14.4 | |
| SeaLLMs-v3-7B-ChatPrompting Setting=Zero-shot2026.06 | 4.44 | 21.8 | 146.95 | 15.95 | |
| mT0-XLPrompting Setting=Zero-shot2026.06 | 4.25 | 21 | 130.35 | 12.26 | |
| Cendol-mT5-XL-InstPrompting Setting=Zero-shot2026.06 | 3.72 | 20.68 | 143.9 | 11 | |
| Sailor-7B-ChatPrompting Setting=Zero-shot2026.06 | 3.47 | 22.36 | 154.16 | 13.81 | |
| Sailor-7B-ChatPrompting Setting=Few-shot2026.06 | 3.47 | 22.36 | 154.16 | 13.81 | |
| Aya-Expanse-8BPrompting Setting=Zero-shot2026.06 | 3.35 | 23.81 | 178.34 | 16.1 | |
| BLOOMZ-7B1-MTPrompting Setting=Zero-shot2026.06 | 3.14 | 15.03 | 148.08 | 6.37 | |
| mT0-XLPrompting Setting=Few-shot2026.06 | 2.25 | 19.19 | 163.03 | 12.07 | |
| Madlad400-3B-MTPrompting Setting=Zero-shot2026.06 | 2.22 | 20.96 | 136.81 | 13.94 | |
| Madlad400-7B-MTPrompting Setting=Zero-shot2026.06 | 2.22 | 20.36 | 128.79 | 13.32 | |
| mT0-XXL-MTPrompting Setting=Few-shot2026.06 | 2.15 | 18.31 | 173.29 | 11.11 | |
| Cendol-LLaMA2-7b-instPrompting Setting=Zero-shot2026.06 | 1.87 | 11.98 | 122.5 | 4.31 | |
| Cendol-LLaMA2-7b-instPrompting Setting=Few-shot2026.06 | 1.45 | 5.96 | 134.57 | 2.23 | |
| BLOOMZ-7B1-MTPrompting Setting=Few-shot2026.06 | 1.13 | 13.17 | 372.48 | 4.69 | |
| SeaLLMs-v3-7B-ChatPrompting Setting=Few-shot2026.06 | 1.12 | 10.88 | 294.83 | 4.46 |