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Knowledge Graph Extraction research benchmarks · SOTA2 Research

Knowledge Graph Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MINE benchmark 1.0 (100 articles) (test)

0.187NFI

25

Feb 26, 2026

InstructKG (without Roles)

95.22Node Significance

15

Feb 26, 2026

InstructKG (without Roles)

95.96Node Significance

15

Feb 26, 2026

97.79Node Significance

15

Feb 26, 2026

1.26Average Edge Multiplicity

8

May 29, 2026

1.18Avg Edge Multiplicity

8

May 29, 2026

93.3Precision

4

Mar 23, 2026

84.8Precision

4

Mar 23, 2026

Inpatient Statistics

100FC Score

2

May 22, 2026

100FC Score

2

May 22, 2026

WHO Life Expectancy

100FC

2

May 22, 2026

Popular datasets

HotpotQA MuSiQue WebNLG MINE NLP

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