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SotA/Medical/Information Extraction

Information Extraction

85 benchmarks3 papers

Information extraction is the task of automatically extracting structured information from unstructured and / or semi-structured machine-readable documents and other electronically represented sources (Source: Wikipedia).

Benchmarks

Information Extraction on SciERC

Entity F1Relation F1RE+ Micro F1Cross Sentence

Information Extraction on DDI extraction 2013 corpus

Micro F1F1

Information Extraction on WebNLG 3.0

F1

Information Extraction on DocRED

Relation F1

Information Extraction on EBM-NLP

F1

Information Extraction on WDC-PAVE

F1-Score

Information Extraction on ACE2005

Argument ClTrigger ClEntity F1Relation F1Argument IdTrigger Id

Information Extraction on ChFinAnn

F1

Information Extraction on NewSHead

NMI

Information Extraction on TempEval-3

Strict Detection (Pr.) Strict Detection (Re.)Strict Detection (F1)Relaxed Detection (Pr.)Relaxed Detection (Re.)Relaxed Detection (F1)TypeTemporal awarenessF1

Information Extraction on ADE Corpus

Entity F1Relation F1

Information Extraction on CoNLL04

Entity F1Relation F1

Information Extraction on DrugBank

AUROCAccuracyF1 score

Information Extraction on MAVE

F1-score

Information Extraction on NYT

Entity F1Relation F1F1

Information Extraction on WebNLG

F1

Information Extraction on AE-110k

F1-score

Information Extraction on DocRED-IE

Relation F1

Information Extraction on Drug Combination Extraction Dataset

Exact Match F1 ("Any Combination")Exact Match F1 ("Positive Combination")

Information Extraction on GENIA

F1

Information Extraction on OA-Mine - annotations

F1-score

Information Extraction on SemEval-2022 Task-12

Entity F1 (partial)Relation F1

Information Extraction on TekGen

F1

Information Extraction on TimeBank

F1 score

Information Extraction on 2012 i2b2 Temporal Relations

Macro F1

Information Extraction on ACE 2005

Relation F1

Information Extraction on Basque TimeBank

F1

Information Extraction on CDR

Relation F1

Information Extraction on CONLL 2003 Dutch

F1 score

Information Extraction on CONLL 2003 German

F1 score

Information Extraction on Cancer Genetics 2013 (CG)

F1

Information Extraction on Catalan TimeBank 1.0

F1

Information Extraction on ChCatExt

F1

Information Extraction on CoNLL 2003

AUCAccuracyF1PrecisionRecall

Information Extraction on Conll 2003 Spanish

F1 score

Information Extraction on DWIE

F1-Hard

Information Extraction on Epigenetics and Post-translational Modifications 2011 (EPI)

F1

Information Extraction on French Timebank

F1

Information Extraction on GDA

Relation F1

Information Extraction on GENIA 2013

F1

Information Extraction on HengamCorpus

Entity F1 (partial)

Information Extraction on InLegalNER

F1 score

Information Extraction on Infectious Diseases 2011 (ID)

F1

Information Extraction on KPI-EDGAR

Relation F1

Information Extraction on KRAUTS

F1

Information Extraction on Multi-Level Event Extraction (MLEE)

F1

Information Extraction on Multi-News

NMI

Information Extraction on Pathway Curation 2013 (PC)

F1

Information Extraction on SemTabNet

average Tree Similarity Score

Information Extraction on Spanish TimeBank 1.0

F1

Information Extraction on SuperMat

F1PrecisionRecall

Information Extraction on The EMBO SourceData-NLP dataset

F1 Micro

Information Extraction on TimeBankPT

F1

Information Extraction on ^(#$!@#$)(()))******

0L