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Papers Benchmarks Datasets Tasks

Information Extraction research benchmarks – Page 5 · SOTA2 Research

Information Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Al-Mawrid Arabic section (Ayn letter chapter)

rule-based hand-crafted information extraction

88Precision

2

Jun 30, 2026

Security-sensitive scenarios Qwen2.5-7B-Instruct

100ASR

2

Mar 4, 2026

Unstructured EHR notes

0.78Overall Correctness Rate

2

Feb 26, 2026

VD (Virus Decay)

33.3Precision

2

Feb 26, 2026

27.9Precision

2

Feb 26, 2026

24.1Precision

2

Feb 26, 2026

Substance Inhalant DSM-5 (val)

two-stage classification pipeline

58.6Extraction Precision

1

Mar 10, 2026

DSM-5 Substance Hallucinogen (val)

two-stage classification pipeline

75.5Extraction Precision

1

Mar 10, 2026

Substance Sedative Hypnotic Anxiolytic DSM-5 (val)

two-stage classification pipeline

92.8Precision

1

Mar 10, 2026

Substance Stimulant DSM-5 (val)

two-stage classification pipeline

94.6Precision

1

Mar 10, 2026

DSM-5 Substance Opioid (val)

two-stage classification pipeline

98.1Precision

1

Mar 10, 2026

DSM-5 Substance Cannabis (val)

two-stage classification pipeline

0.989Precision

1

Mar 10, 2026

Substance Alcohol DSM-5 (val)

two-stage classification pipeline

99.3Extraction Precision

1

Mar 10, 2026

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