Column Type Annotation On Viznet Sato Full

Macro-F1

Weighted-F1

Results

Performance results of various models on this benchmark

			Paper Title
Watchog	85.63	-	Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation
DODUO	84.6	-	Annotating Columns with Pre-trained Language Models
Sato	75.6	90.2	Sato: Contextual Semantic Type Detection in Tables
TaBERT	-	97.2	TABBIE: Pretrained Representations of Tabular Data

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