Relation Extraction on DWIE

Metric: F1-Hard (higher is better)

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#	Model↕	F1-Hard▼	Extra Data	Paper	Date↕	Code
1	REXEL	65.8	No	REXEL: An End-to-end Model for Document-Level Re...	2024-04-19	Code
2	KB-both	52.1	No	Injecting Knowledge Base Information into End-to...	2021-07-05	Code
3	Joint+AttProp	50.4	No	DWIE: an entity-centric dataset for multi-task d...	2020-09-26	Code

#1REXELSOTA
65.8
F1-Hard· 2024-04-19
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking Code
#2KB-bothSOTA
52.1
F1-Hard· 2021-07-05
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution Code
#3Joint+AttPropSOTA
50.4
F1-Hard· 2020-09-26
DWIE: an entity-centric dataset for multi-task document-level information extraction Code