Sentiment Analysis on FiQA

Metric: R^2 (higher is better)

LeaderboardDataset

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#	Model↕	R^2▼	Extra Data	Paper	Date↕	Code
1	k-RoBERTa (parallel)	0.71	No	-	-	-
2	FinBERT	0.55	No	FinBERT: Financial Sentiment Analysis with Pre-t...	2019-08-27	Code
3	Deep Neural Networks (DNN)	0.41	No	-	-	-
4	Deep Representations	0.4	No	Financial Aspect-Based Sentiment Analysis using ...	2018-08-23	-

#1k-RoBERTa (parallel)
0.71
R^2
No paper
#2FinBERTSOTA
0.55
R^2· 2019-08-27
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models Code
#3Deep Neural Networks (DNN)
0.41
R^2
No paper
#4Deep RepresentationsSOTA
0.4
R^2· 2018-08-23
Financial Aspect-Based Sentiment Analysis using Deep Representations