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Fine-Grained Entity Typing research benchmarks · SOTA2 Research

Fine-Grained Entity Typing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OntoNotes (test)

86.6Macro F1 Score

27

Feb 26, 2026

86.7Macro F1

22

Feb 26, 2026

CVT + Multi-Task + Large

88.81F1 Score

19

Feb 26, 2026

OntoNotes augmented (test)

87.1Macro F1

12

Feb 26, 2026

OpenEntity (test)

80.01Precision

11

Feb 26, 2026

58.9Accuracy

11

Feb 26, 2026

Ultra-Fine (test)

25.3MRR

7

Feb 26, 2026

Ultra-Fine (dev)

25MRR

7

Feb 26, 2026

60.2Accuracy

6

Feb 26, 2026

26.69Strict Accuracy

3

Feb 26, 2026

Popular datasets

OntoNotes Ultra-Fine Wiki BBN FGN

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