Sentiment Analysis on SemEval

Metric: Restaurant 2014 (F1) (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	Restaurant 2014 (F1)▼	Extra Data	Paper	Date↕	Code
1	FS-ABSA	82.29	Yes	-	-	Code
2	Dual-MRC	75.95	No	A Joint Training Dual-MRC Framework for Aspect B...	2021-01-04	-
3	RACL-BERT	75.42	No	-	-	Code
4	SPAN-BERT	73.68	No	Open-Domain Targeted Sentiment Analysis via Span...	2019-06-10	Code
5	BARTABSA	73.56	No	A Unified Generative Framework for Aspect-Based ...	2021-06-08	Code
6	IMN-BERT	70.72	No	An Interactive Multi-Task Learning Network for E...	2019-06-17	Code

#1FS-ABSA
82.29
Restaurant 2014 (F1)· Extra Data
No paperCode
#2Dual-MRCSOTA
75.95
Restaurant 2014 (F1)· 2021-01-04
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
#3RACL-BERT
75.42
Restaurant 2014 (F1)
No paperCode
#4SPAN-BERTSOTA
73.68
Restaurant 2014 (F1)· 2019-06-10
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification Code
#5BARTABSA
73.56
Restaurant 2014 (F1)· 2021-06-08
A Unified Generative Framework for Aspect-Based Sentiment Analysis Code
#6IMN-BERT
70.72
Restaurant 2014 (F1)· 2019-06-17
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis Code