ResearchBenchmarksLexical Normalization on MultiLexNorm++ TR-DELexical Normalization on MultiLexNorm++ TR-DEFollow21.82Error RateMFR20.365230.185140.00549.8249Jan 23, 2026Evaluation resultsMethodMethodLinksError RateF1-scoreMFRModel=MFRModel=MFR2026.0121.8240.85LLaMA3Model=LLaMA3, Averaged...Model=LLaMA3, Averaged runs=32026.0135.6458.66Qwen2.5Model=Qwen2.5, Average...Model=Qwen2.5, Averaged runs=32026.0137.4560.43Gemma3Model=Gemma3, Averaged...Model=Gemma3, Averaged runs=32026.0142.164.49GPT-4oModel=GPT-4o, Averaged...Model=GPT-4o, Averaged runs=32026.0153.3773.14ÚFALModel=ÚFALModel=ÚFAL2026.0158.1976.19