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Knowledge Base Extraction research benchmarks · SOTA2 Research

Knowledge Base Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multi-Agent Aggregate ChatDoctor Mini-Wikipedia Mini-BioASQ

1Relative Mean CRR

5

Apr 14, 2026

Mini-BioASQ RAG-Thief attack

63.4CRR

5

Apr 14, 2026

Mini-BioASQ Pirates attack

71CRR

5

Apr 14, 2026

Mini-Wikipedia RAG-Thief attack

49.6CRR

5

Apr 14, 2026

Mini-Wikipedia (Pirates attack)

78.4CRR

5

Apr 14, 2026

ChatDoctor RAG-Thief attack

73.4CRR

5

Apr 14, 2026

ChatDoctor Pirates attack

97.4CRR

5

Apr 14, 2026

Popular datasets

Wikipedia BioASQ ChatDoctor Multi-Agent Aggregate

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