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Papers Benchmarks Datasets Tasks

WikiTable dataset and benchmarks · SOTA2 Research

Research Datasets

WikiTable

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Column Property Annotation

Wikitable

91.5Micro-F1

15

Semantic Type Annotation

WikiTable

76.7Micro F1 Score

12

WikiTable Row Population (test)

78.13Recall

6

Column type prediction

WikiTable

93.25Precision

5

Column relation prediction

WikiTable

92.9Precision

4

Schema Augmentation

WikiTable (test)

82.01MAP

4

Popular tasks

Column Type Prediction Row Population Schema Augmentation Column relation prediction Semantic Type Annotation

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