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Entity Typing research benchmarks · SOTA2 Research

Entity Typing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

62.55Mean Accuracy

52

Feb 26, 2026

OntoNotes (test)

85.44Ma-F1

37

Feb 26, 2026

97.02Precision

32

Apr 3, 2026

98.9Precision

32

Apr 3, 2026

Ultra-Fine Entity Typing (test)

59.3Precision

30

Feb 26, 2026

79.2F1 Score

24

Feb 26, 2026

Ultra-Fine Entity Typing (dev)

60.7Total Precision

20

Feb 26, 2026

59.1Precision

16

Feb 26, 2026

69.2MRR

13

Feb 26, 2026

Open Entity (test)

79.9Precision

12

Feb 26, 2026

80.3Precision

9

Feb 26, 2026

Entity Typing nine general types (test)

78.6Precision

8

Feb 26, 2026

FIGMENT 102 types (test)

93.2P@1

8

Feb 26, 2026

Chen et al. (2020) (undefined)

79.7Macro F1

6

Feb 26, 2026

71.4Accuracy

4

Feb 26, 2026

UFET fine 130 types (test)

70.4Precision

4

Feb 26, 2026

UFET Open Entity coarse 9 types (test)

82.3Precision

4

Feb 26, 2026

57.19Accuracy

4

Feb 26, 2026

Popular datasets

Ultra-Fine Entity Typing UFET BBN OntoNotes FIGMENT

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