ResearchBenchmarksLexical Normalization on MultiLexNorm++ DALexical Normalization on MultiLexNorm++ DAFollow49.68Error Rate (ERR)MFR49.021653.465857.9162.3542Jan 23, 2026Evaluation resultsMethodMethodLinksError Rate (ERR)F1 ScoreMFRModel=MFRModel=MFR2026.0149.6867.88Qwen2.5Model=Qwen2.5, Average...Model=Qwen2.5, Averaged runs=32026.0161.578.84LLaMA3Model=LLaMA3, Averaged...Model=LLaMA3, Averaged runs=32026.0164.5680.62ÚFALModel=ÚFALModel=ÚFAL2026.0165.1980.63Gemma3Model=Gemma3, Averaged...Model=Gemma3, Averaged runs=32026.0165.8281.42GPT-4oModel=GPT-4o, Averaged...Model=GPT-4o, Averaged runs=32026.0166.1481.81