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Papers Benchmarks Datasets Tasks

Open Information Extraction research benchmarks · SOTA2 Research

Open Information Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

56.8F1 Score

53

Feb 26, 2026

OIE 2016 (test)

69.42F1

32

Feb 26, 2026

Re-OIE 2016 (test)

74.6AUC

20

Feb 26, 2026

88.5F1 Score

18

Feb 27, 2026

85.5F1 Score

18

Feb 27, 2026

91.2F1

18

Feb 27, 2026

72.6F1 Score

18

Feb 27, 2026

77F1 Score

13

Feb 26, 2026

LSOIE sci (test)

60.51F1 Score

12

Feb 26, 2026

LSOIE wiki (test)

51.73F1 Score

12

Feb 26, 2026

Wire57-C standard (test)

40F1 Score

12

Feb 26, 2026

CaRB 1-1 one-to-one mapping variant (test)

46.4F1 Score

12

Feb 26, 2026

CaRB standard (test)

54F1 Score

12

Feb 26, 2026

LSOIE original (combined test)

71.4F1 Score

10

Feb 26, 2026

BenchIE binary English

33.9F1 Score

10

Feb 26, 2026

CaRB-nary English

52.7F1 Score

10

Feb 26, 2026

SWDE University

77.5Pair F1

8

Feb 26, 2026

0.875Pair F1

8

Feb 26, 2026

42.9Precision

6

Feb 26, 2026

41.4Precision (P)

6

Feb 26, 2026

CaRB Manual Subset (100 sentences) (val)

90Precision

6

Feb 26, 2026

DocOIE Transportation 1.0 (test)

38.5AUC

6

Feb 26, 2026

DocOIE Healthcare 1.0 (test)

47.4AUC

6

Feb 26, 2026

BenchIE Galician (test)

18.3F1 Score

5

Feb 26, 2026

BenchIE German (test)

10.3F1 Score

5

Feb 26, 2026

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