Relation Extraction
Benchmark List
All benchmarks related to this task
2010-i2b2-va
Best model: Spark NLP
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2012-i2b2-temporal-relations
Best model: Spark NLP
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2018-n2c2-posology
Best model: Spark NLP
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ace-2004
Best model: PL-Marker
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ace-2005
Best model: PL-Marker
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ade-corpus
Best model: ITER
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ade-corpus-1
Best model: PFN
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biored
Best model: PubMedBERT
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cdr
Best model: SAISORE+CR+ET-SciBERT
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chemprot
Best model: PubMedBERT uncased
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conll04
Best model: ASP+T0-3B
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ddi
Best model: BioLinkBERT (large)
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docred
Best model: DREEAM
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fewrel
Best model: RoCORE
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gad
Best model: BioLinkBERT (large)
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jnlpba
Best model: SciBERT (SciVocab)
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lpsc-hasproperty
Best model: Stacked_LinkedBERT
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muc6
Best model: iDepNN
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nyt-corpus
Best model: KGPOOL
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nyt-single
Best model: ETL-Span
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nyt10-hrl
Best model: ReRe
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nyt11-hrl
Best model: RERE
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nyt24
Best model: WDec
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pgr
Best model: Spark NLP
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re-tacred
Best model: SpanBERT
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redocred
Best model: DREEAM
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scierc
Best model: PFN
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scierc-sent
Best model: RELA
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semeval-2010-task-8-2
Best model: LLM-QA4RE (XXLarge)
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semeval-2018-task-10
Best model: SVM with GloVe
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ske
Best model: ReRe (exact)
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tacred
Best model: RAG4RE
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webnlg
Best model: UniRel
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wikipedia-wikidata-relations
Best model: ContextAtt
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wlpc
Best model: SpanRel
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wnut-20-task-1-extracting-entities-and
Best model: Baseline
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dataset-relationship-extraction-for-knowledge
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dataset-relationship-extraction-for-knowledge-1
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duie
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dwie
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funsd
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gda
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google-re-1
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lpsc-contains
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nyt
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nyt21
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nyt29
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rebel-dataset
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semeval-2010-task-8
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tacred-revisited
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