ResearchBenchmarksLexical Normalization on MultiLexNorm++ HRLexical Normalization on MultiLexNorm++ HRFollow36.52ERRMFR35.526842.230948.93555.6391Jan 23, 2026Evaluation resultsMethodMethodLinksERRF1-scoreMFRModel=MFRModel=MFR2026.0136.5255.32LLaMA3Model=LLaMA3, Averaged...Model=LLaMA3, Averaged runs=32026.0145.1166.91Qwen2.5Model=Qwen2.5, Average...Model=Qwen2.5, Averaged runs=32026.0145.1666.65Gemma3Model=Gemma3, Averaged...Model=Gemma3, Averaged runs=32026.0151.8371.73GPT-4oModel=GPT-4o, Averaged...Model=GPT-4o, Averaged runs=32026.0155.1274.3ÚFALModel=ÚFALModel=ÚFAL2026.0161.3577.6