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Papers Benchmarks Datasets Tasks

Relationship Extraction research benchmarks · SOTA2 Research

Relationship Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SemEval Task 8 2010 (test)

Indicator-aware BERT

90.36F1 Score

24

Feb 26, 2026

RFUND Multilingual (test)

PEneo-LayoutLMv3

85.05ZH Score

7

Feb 26, 2026

RadGraph (CheXpert)

0.94Macro F1

5

Feb 26, 2026

RadGraph (MIMIC)

98Macro F1

5

Feb 26, 2026

Human smuggling court documents (test)

53.43Precision

3

Jun 19, 2026

Popular datasets

RadGraph SemEval RFUND Human smuggling court documents

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