Machine Translation on Mongolian News Articles Mongolian-to-Korean
49COMETKiwiCoPiT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoPiTBackbone=Ministral-3 (14B), Mode=Fine-tuned2026.07 | 49 | 3.56 | 3.33 | |
| CoPiTBackbone=GPT-4.1, Mode=Zero-shot2026.07 | 47.2 | 3.44 | 3.33 | |
| CoPiTBackbone=Qwen-3 (30B), Mode=Fine-tuned2026.07 | 41.9 | 2.67 | 2.89 | |
| CoPiTBackbone=Ministral-3 (3B), Mode=Fine-tuned2026.07 | 41.3 | 2.33 | 2.56 | |
| CoPiTBackbone=Qwen-3 (4B), Mode=Fine-tuned2026.07 | 41.1 | 2.56 | 3 | |
| CoPiTBackbone=Ministral-3 (14B), Mode=Zero-shot2026.07 | 40 | 1.89 | 1.89 | |
| DirectBackbone=Ministral-3 (14B)2026.07 | 39.1 | 1 | 1.44 | |
| CoPiTBackbone=Qwen-3 (30B), Mode=Zero-shot2026.07 | 37.6 | 2 | 3 | |
| DirectBackbone=Ministral-3 (3B)2026.07 | 34.4 | 1 | 1.44 | |
| DirectBackbone=Qwen-3 (30B)2026.07 | 32.2 | 1 | 1.78 | |
| CoPiTBackbone=Ministral-3 (3B), Mode=Zero-shot2026.07 | 27.2 | 1 | 1.22 | |
| DirectBackbone=GPT-4.12026.07 | 24.9 | 1.44 | 1.56 | |
| DirectBackbone=Qwen-3 (4B)2026.07 | 20.4 | 1 | 1.33 | |
| CoPiTBackbone=Qwen-3 (4B), Mode=Zero-shot2026.07 | 16 | 1 | 1.44 |