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ResearchFormerly WizWand

Machine Translation on Mongolian News Articles Mongolian-to-English

0.47COMETKiwiCoPiT
0.062320.168160.2740.37984Jul 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CoPiTBackbone=GPT-4.1, Mode=Zero-shot2026.070.474.334.56
CoPiTBackbone=Ministral-3 (14B), Mode=Fine-tuned2026.070.4614.224.44
CoPiTBackbone=Ministral-3 (3B), Mode=Fine-tuned2026.070.4022.783.22
CoPiTBackbone=Qwen-3 (30B), Mode=Fine-tuned2026.070.362.333.44
DirectBackbone=Ministral-3 (14B)2026.070.361.562.44
CoPiTBackbone=Qwen-3 (4B), Mode=Fine-tuned2026.070.3522.443
DirectBackbone=Ministral-3 (3B)2026.070.3151.222.67
CoPiTBackbone=Ministral-3 (14B), Mode=Zero-shot2026.070.3092.112.33
CoPiTBackbone=Ministral-3 (3B), Mode=Zero-shot2026.070.2911.222.89
DirectBackbone=GPT-4.12026.070.271.442.67
CoPiTBackbone=Qwen-3 (30B), Mode=Zero-shot2026.070.252.113
DirectBackbone=Qwen-3 (30B)2026.070.2041.112.33
CoPiTBackbone=Qwen-3 (4B), Mode=Zero-shot2026.070.18312
DirectBackbone=Qwen-3 (4B)2026.070.0781.331.89