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Entity Linking research benchmarks – Page 3 · SOTA2 Research

Entity Linking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Micropost 2016 (dev)

End-to-End Neural Entity Linking

0.573Macro F1

10

Feb 26, 2026

DBpedia Spotlight

45.1Recall@MA

10

Feb 26, 2026

44.8Rec@MA

10

Feb 26, 2026

DBpediaSpotlight

42F1 (Macro)

9

Feb 26, 2026

40.2F1 (Macro)

9

Feb 26, 2026

End-to-End Neural Entity Linking (model+att+global)

42.7F1 (Macro)

9

Feb 26, 2026

70F1 (en)

8

May 27, 2026

62F1 (de)

8

Feb 26, 2026

92.31F1 Score

8

Feb 26, 2026

LayoutLMv2_LARGE

99.76F1 Score

8

Feb 26, 2026

FUNSD original (test)

39.17F1 Score

8

Feb 26, 2026

83.7Micro F1

8

Feb 27, 2026

TAC-KBP FreeBase linked 2015

86.9Accuracy (es)

8

Feb 26, 2026

CoNLL-Aida (test)

Raiman & Raiman 2018

94.9Accuracy

8

Feb 26, 2026

89.9F1 Score

8

Feb 26, 2026

90.7F1

8

Feb 26, 2026

AIDA-CoNLL B (test)

93.07F1 Score

8

Feb 26, 2026

Guo and Barbosa

84.5Micro F1

8

Feb 26, 2026

78.5micro F1

8

Feb 26, 2026

90Micro F1

8

Feb 26, 2026

55.6F1 (de)

7

Feb 26, 2026

98.7Accuracy

7

Feb 26, 2026

98.4Accuracy

7

Feb 26, 2026

97.1Accuracy

7

Feb 26, 2026

88.2Accuracy

7

Feb 26, 2026

Page 3 of 5

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