Sentiment Analysis on FiQA

Metric: MSE (lower is better)

LeaderboardDataset

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#	Model↕	MSE▲	Extra Data	Paper	Date↕	Code
1	k-RoBERTa (parallel)	0.05	No	-	-	-
2	FinBERT	0.07	No	FinBERT: Financial Sentiment Analysis with Pre-t...	2019-08-27	Code
3	Deep Representations	0.08	No	Financial Aspect-Based Sentiment Analysis using ...	2018-08-23	-
4	Deep Neural Networks (DNN)	0.09	No	-	-	-

#1k-RoBERTa (parallel)
0.05
MSE
No paper
#2FinBERTSOTA
0.07
MSE· 2019-08-27
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models Code
#3Deep RepresentationsSOTA
0.08
MSE· 2018-08-23
Financial Aspect-Based Sentiment Analysis using Deep Representations
#4Deep Neural Networks (DNN)
0.09
MSE
No paper