Relation Extraction on CoNLL04

Metric: NER Micro F1 (higher is better)

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#	Model↕	NER Micro F1▼	Extra Data	Paper	Date↕	Code
1	ASP+T0-3B	90.3	No	Autoregressive Structured Prediction with Langua...	2022-10-26	Code
2	TriMF	90.3	No	A Trigger-Sense Memory Flow Framework for Joint ...	2021-01-25	Code
3	TablERT	90.2	No	Named Entity Recognition and Relation Extraction...	2020-10-15	Code
4	Table-Sequence	90.1	No	Two are Better than One: Joint Entity and Relati...	2020-10-08	Code
5	Deeper	89.78	No	Deeper Task-Specificity Improves Joint Entity an...	2020-02-15	Code
6	SpERT	88.94	No	Span-based Joint Entity and Relation Extraction ...	2019-09-17	Code
7	Multi-turn QA	87.8	No	Entity-Relation Extraction as Multi-Turn Questio...	2019-05-14	Code
8	Global	85.6	No	-	-	-
9	Table Representation	80.7	No	-	-	-

#1ASP+T0-3B
90.3
NER Micro F1· 2022-10-26
Autoregressive Structured Prediction with Language Models Code
#2TriMFSOTA
90.3
NER Micro F1· 2021-01-25
A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction Code
#3TablERTSOTA
90.2
NER Micro F1· 2020-10-15
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations Code
#4Table-SequenceSOTA
90.1
NER Micro F1· 2020-10-08
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Code
#5DeeperSOTA
89.78
NER Micro F1· 2020-02-15
Deeper Task-Specificity Improves Joint Entity and Relation Extraction Code
#6SpERTSOTA
88.94
NER Micro F1· 2019-09-17
Span-based Joint Entity and Relation Extraction with Transformer Pre-training Code
#7Multi-turn QASOTA
87.8
NER Micro F1· 2019-05-14
Entity-Relation Extraction as Multi-Turn Question Answering Code
#8Global
85.6
NER Micro F1
No paper
#9Table Representation
80.7
NER Micro F1
No paper