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Named Entity Recognition research benchmarks – Page 26 · SOTA2 Research

Named Entity Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

87.2F1 Score (micro)

1

Feb 26, 2026

0.792Micro F1

1

Feb 26, 2026

0.638Micro F1

1

Feb 26, 2026

75Micro F1

1

Feb 26, 2026

Russian WikiNER (test)

92.9Micro F1 (Entity)

1

Feb 26, 2026

75.49F1 Score

1

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

CoNLL Reduced (test)

—

—Primary metric

0

Feb 26, 2026

—

—Entity F1

0

Feb 26, 2026

CrossNER Science (test)

—

—Micro-F1

0

Feb 26, 2026

CrossNER Politics (test)

—

—Micro-F1

0

Feb 26, 2026

CrossNER Music (test)

—

—Micro F1

0

Feb 26, 2026

CrossNER Literature (test)

—

—Micro-F1

0

Feb 26, 2026

CrossNER AI (test)

—

—Micro-F1

0

Feb 26, 2026

MIT Movie Review (test)

—

—Micro-F1

0

Feb 26, 2026

Page 26 of 26

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Conll OntoNotes WikiAnn CrossNER i2b2

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