Entity Disambiguation on MSNBC

Metric: Micro-F1 (higher is better)

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#	Model↕	Micro-F1▼	Extra Data	Paper	Date↕	Code
1	confidence-order	96.3	No	Global Entity Disambiguation with BERT	2019-09-01	Code
2	KBED	94.8	Yes	Improving Entity Disambiguation by Reasoning ove...	2022-07-08	Code
3	ReFinED	94.4	Yes	ReFinED: An Efficient Zero-shot-capable Approach...	2022-07-08	Code
4	GENRE	94.3	No	Autoregressive Entity Retrieval	2020-10-02	Code
5	Global	93.7	No	Deep Joint Entity Disambiguation with Local Neur...	2017-04-17	Code
6	NER4EL	89.2	No	-	-	Code

#1confidence-orderSOTA
96.3
Micro-F1· 2019-09-01
Global Entity Disambiguation with BERT Code
#2KBED
94.8
Micro-F1· Extra Data· 2022-07-08
Improving Entity Disambiguation by Reasoning over a Knowledge Base Code
#3ReFinED
94.4
Micro-F1· Extra Data· 2022-07-08
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking Code
#4GENRE
94.3
Micro-F1· 2020-10-02
Autoregressive Entity Retrieval Code
#5GlobalSOTA
93.7
Micro-F1· 2017-04-17
Deep Joint Entity Disambiguation with Local Neural Attention Code
#6NER4EL
89.2
Micro-F1
No paperCode