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ResearchFormerly WizWand

Clause Classification on Gray Clauses

72Macro F1BERT cased
-2.266417.014336.29555.5757May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BERT casedCasing=cased2026.057294
BETO cased (Spanish)Casing=cased, Language=Spanish2026.057193
Qwen3 14b (Hybrid)Parameters=14b, Retrieval Mode=Hybrid2026.057091
BERT uncasedCasing=uncased2026.057093
RoBERTalex (Spanish, legal)Language=Spanish, Domain=legal2026.057093
Majority-Vote (Hybrid)Retrieval Mode=Hybrid2026.056994
BERT uncased (multiling.)Casing=uncased, Language=multilingual2026.056993
BETO uncased (Spanish)Casing=uncased, Language=Spanish2026.056993
RoBERTa (multiling.)Language=multilingual2026.056993
Majority-Vote (Dense)Retrieval Mode=Dense2026.056894
BERT cased (multiling.)Casing=cased, Language=multilingual2026.056892
BERT uncased (legal)Casing=uncased, Domain=legal2026.056792
SVM (TF-IDF)Representation=TF-IDF2026.056694
Longformer2026.056193
RoBERTa2026.056192
RoBERTa (multiling., large)Language=multilingual, Size=large2026.054894
Qwen3 14bRetrieval Type=Hybrid2026.050.710.75
Qwen3 14bRetrieval Type=Dense2026.050.70.77
RoBERTaLanguage=multilingual, Size=large2026.050.640.75
SVMFeatures=TF-IDF2026.050.590.7