Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Named Entity Recognition research benchmarks – Page 15 · SOTA2 Research

Named Entity Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

43.61Mention-level F1

6

Mar 19, 2026

98.46Mention-level F1 Score

6

Mar 19, 2026

63.48Mention-level F1

6

Mar 19, 2026

89.92F1 Score

6

Mar 10, 2026

78.03F1 Score

6

Mar 10, 2026

bsc-bio-distemist ES

78.07F1 Score

6

Mar 10, 2026

ACE04 exact match (5-fold cross validation)

89.3Micro F1

6

Feb 26, 2026

WikiANN Turkmen tk (test)

XLM-RoBERTa_large + Awesome-align

60.7F1 Score

6

Feb 26, 2026

WikiANN Māori mi (test)

XLM-RoBERTa_large + EasyProject

53F1 Score

6

Feb 26, 2026

WikiANN Tamil (test)

Receptors Only (128R, No G)

80.17F1 Score

6

Jun 23, 2026

WikiANN Telugu (test)

More Glomeruli (128R, 64G)

0.569F1 Score

6

Jun 23, 2026

LLM ensemble pipeline

76.7Micro-F1

6

Feb 26, 2026

UlyssesNER (val)

LLM ensemble pipeline

42Micro-F1

6

Feb 26, 2026

GeoCorpus2 (val)

LLM ensemble pipeline

52.3Micro-F1

6

Feb 26, 2026

LLM ensemble pipeline

58Micro-F1

6

Feb 26, 2026

87.4Micro-F1

6

Feb 26, 2026

LLM ensemble pipeline

0.617Micro-F1

6

Feb 26, 2026

LeBenchmark-w2v-B-1k

65.13NEER Score

6

Feb 26, 2026

ALBERT XXL (Avg. Aggr.), PFN

91.5NER Accuracy

6

Feb 26, 2026

71.8Score (de)

6

Feb 26, 2026

CrossNER 5-shot (test)

63.98CONLL-03 Score

6

Feb 26, 2026

CrossNER 1-shot (test)

49.14CONLL-03 Score

6

Feb 26, 2026

66.3F1 Score

6

Feb 26, 2026

English Ontonotes NER (test)

1.08Relative Processing Time

6

Feb 26, 2026

Spanish NER (test)

89.72Mention-level F1

6

Feb 26, 2026

Page 15 of 26

Popular datasets

Conll OntoNotes WikiAnn CrossNER i2b2

Follow for updates

Join SOTA2 Contact