FinBERT

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Sentiment AnalysisonFiQA
MSE· 2019-08-27
0.07
best: 0.05 (k-RoBERTa (parallel))
SOTA
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models arXiv:1908.10063
Sentiment AnalysisonFiQA
R^2· 2019-08-27
0.55
best: 0.71 (k-RoBERTa (parallel))
SOTA
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models arXiv:1908.10063
Sentiment AnalysisonFinancial PhraseBank
Accuracy· 2019-08-27
86
best: 86.25 (FiLM)
SOTA
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models arXiv:1908.10063
Sentiment AnalysisonFinancial PhraseBank
F1 score· 2019-08-27
84
best: 84.48 (FiLM)
SOTA
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models arXiv:1908.10063