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Column Type Annotation research benchmarks – Page 2 · SOTA2 Research

Column Type Annotation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

87.3Micro-F1

9

Feb 26, 2026

0.643Micro-F1

9

Feb 26, 2026

66Micro-F1

9

Feb 26, 2026

95.5Micro F1

9

Apr 23, 2026

SOTAB (original train)

90.87Precision

9

Feb 26, 2026

Freebase (test)

94.75F1 Score

7

Feb 26, 2026

0.93Weighted F1

6

Feb 26, 2026

SOTAB 91 (test)

ArcheType-LLAMA+

85.97Micro-F1

4

Feb 26, 2026

95.7Unbalanced Acc

3

Feb 26, 2026

Efthymiou WikiGS (test)

90.4Accuracy

3

Feb 26, 2026

Page 2 of 2

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