Entity Disambiguation on AIDA-CoNLL

Metric: In-KB Accuracy (higher is better)

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#	Model↕	In-KB Accuracy▼	Extra Data	Paper	Date↕	Code
1	confidence-order	95	No	Global Entity Disambiguation with BERT	2019-09-01	Code
2	DCA-SL + Triples	94.94	No	Evaluating the Impact of Knowledge Graph Context...	2020-08-12	Code
3	DeepType	94.88	No	DeepType: Multilingual Entity Linking by Neural ...	2018-02-03	Code
4	NTEE	94.7	No	Learning Distributed Representations of Texts an...	2017-05-06	Code
5	DCA-SL (2019)(et al., [2019c])	94.64	No	Learning Dynamic Context Augmentation for Global...	2019-09-04	Code
6	Fang et al. (2019) (et al., [2019e])	94.3	No	Joint Entity Linking with Deep Reinforcement Lea...	2019-02-01	-
7	This work+CtxLSTMs+LDC+MPCM	94	No	Neural Cross-Lingual Entity Linking	2017-12-05	-
8	ReFinED	93.9	Yes	ReFinED: An Efficient Zero-shot-capable Approach...	2022-07-08	Code
9	Chen et al. (2020) (et al, 2020)	93.54	No	Improving Entity Linking by Modeling Latent Enti...	2020-01-06	-
10	GENRE	93.3	No	Autoregressive Entity Retrieval	2020-10-02	Code
11	Wikipedia2Vec-GBRT	93.1	No	Joint Learning of the Embedding of Words and Ent...	2016-01-06	Code
12	ELDEN	93	No	-	-	Code
13	NER4EL	92.5	No	-	-	Code
14	Global	92.22	No	Deep Joint Entity Disambiguation with Local Neur...	2017-04-17	Code
15	Wikipedia2Vec	91.5	No	Joint Learning of the Embedding of Words and Ent...	2016-01-06	Code
16	KBED	90.4	Yes	Improving Entity Disambiguation by Reasoning ove...	2022-07-08	Code
17	Le& Titov (2019) (Le and Titov, 2019)	89.66	No	Boosting Entity Linking Performance by Leveragin...	2019-06-04	Code
18	Hoffart et al.	82.29	No	-	-	-