Sentiment Analysis on SemEval

Metric: Restaurant 2015 (F1) (higher is better)

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#	Model↕	Restaurant 2015 (F1)▼	Extra Data	Paper	Date↕	Code
1	BARTABSA	66.61	No	A Unified Generative Framework for Aspect-Based ...	2021-06-08	Code
2	RACL-BERT	66.05	No	-	-	Code
3	Dual-MRC	65.08	No	A Joint Training Dual-MRC Framework for Aspect B...	2021-01-04	-
4	SPAN-BERT	62.29	No	Open-Domain Targeted Sentiment Analysis via Span...	2019-06-10	Code
5	IMN-BERT	60.22	No	An Interactive Multi-Task Learning Network for E...	2019-06-17	Code

#1BARTABSASOTA
66.61
Restaurant 2015 (F1)· 2021-06-08
A Unified Generative Framework for Aspect-Based Sentiment Analysis Code
#2RACL-BERT
66.05
Restaurant 2015 (F1)
No paperCode
#3Dual-MRCSOTA
65.08
Restaurant 2015 (F1)· 2021-01-04
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
#4SPAN-BERTSOTA
62.29
Restaurant 2015 (F1)· 2019-06-10
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification Code
#5IMN-BERT
60.22
Restaurant 2015 (F1)· 2019-06-17
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis Code