ResearchBenchmarksLexical Normalization on MultiLexNorm++ JALexical Normalization on MultiLexNorm++ JAFollow5.77Error Rate (ERR)MFR4.431213.468122.50531.5419Jan 23, 2026Evaluation resultsMethodMethodLinksError Rate (ERR)F1 ScoreMFRModel=MFRModel=MFR2026.015.7735.42Gemma3Model=Gemma3, Averaged...Model=Gemma3, Averaged runs=32026.0114.6635.83LLaMA3Model=LLaMA3, Averaged...Model=LLaMA3, Averaged runs=32026.0116.2738.5Qwen2.5Model=Qwen2.5, Average...Model=Qwen2.5, Averaged runs=32026.0120.3441.59GPT-4oModel=GPT-4o, Averaged...Model=GPT-4o, Averaged runs=32026.0122.5245.22ÚFALModel=ÚFALModel=ÚFAL2026.0139.2461.09