Relation Extraction on ACE 2005

Metric: NER Micro F1 (higher is better)

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#	Model↕	NER Micro F1▼	Extra Data	Paper	Date↕	Code
1	ASP+T5-3B	91.3	No	Autoregressive Structured Prediction with Langua...	2022-10-26	Code
2	PL-Marker	91.1	No	Packed Levitated Marker for Entity and Relation ...	2021-09-13	Code
3	Ours: cross-sentence ALB	90.9	No	A Frustratingly Easy Approach for Entity and Rel...	2020-10-24	Code
4	MGE	89.7	No	-	-	-
5	Table-Sequence	89.5	No	Two are Better than One: Joint Entity and Relati...	2020-10-08	Code
6	PFN	89	No	A Partition Filter Network for Joint Entity and ...	2021-08-27	Code
7	DYGIE++	88.6	Yes	Entity, Relation, and Event Extraction with Cont...	2019-09-08	Code
8	DyGIE	88.4	Yes	A General Framework for Information Extraction u...	2019-04-05	Code
9	TablERT	88	No	Named Entity Recognition and Relation Extraction...	2020-10-15	Code
10	TriMF	87.61	No	A Trigger-Sense Memory Flow Framework for Joint ...	2021-01-25	Code
11	Hierarchical Multi-task	87.5	Yes	A Hierarchical Multi-task Approach for Learning ...	2018-11-14	Code
12	Span-level	85.98	No	-	-	-
13	MRC4ERE++	85.5	No	-	-	Code
14	Multi-turn QA	84.8	No	Entity-Relation Extraction as Multi-Turn Questio...	2019-05-14	Code
15	GCN	84.2	No	-	-	-
16	MRT	83.6	No	-	-	-
17	Global	83.6	No	-	-	-
18	SPTree	83.4	No	End-to-End Relation Extraction using LSTMs on Se...	2016-01-05	Code
19	Attention	82.6	No	-	-	-
20	Joint w/ Global	80.8	No	-	-	-