Financial Sentiment Classification on Financial PhraseBank 1.0 (All data)
86AccuracyFinBERT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FinBERTEvaluation Protocol=10-fold cross validation2019.08 | 86 | 0.37 | 84 | |
| ULMFitEvaluation Protocol=10-fold cross validation2019.08 | 83 | 0.41 | 79 | |
| LSTM with ELMoEvaluation Protocol=10-fold cross validation2019.08 | 75 | 0.72 | 70 | |
| LSTMEvaluation Protocol=10-fold cross validation2019.08 | 71 | 0.81 | 64 | |
| LPSEvaluation Protocol=Reported in original paper2019.08 | 71 | — | 71 | |
| HSCEvaluation Protocol=Reported in original paper2019.08 | 71 | — | 76 |