Financial Sentiment Classification on Financial PhraseBank Data with 100% agreement 1.0
97AccuracyFinBERT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FinBERTEvaluation Protocol=10-fold cross validation2019.08 | 97 | 0.13 | 95 | |
| ULMFitEvaluation Protocol=10-fold cross validation2019.08 | 93 | 0.2 | 91 | |
| FinSSLXEvaluation Protocol=Reported in original paper2019.08 | 91 | — | 88 | |
| LSTM with ELMoEvaluation Protocol=10-fold cross validation2019.08 | 84 | 0.5 | 77 | |
| HSCEvaluation Protocol=Reported in original paper2019.08 | 83 | — | 86 | |
| LSTMEvaluation Protocol=10-fold cross validation2019.08 | 81 | 0.57 | 74 | |
| LPSEvaluation Protocol=Reported in original paper2019.08 | 79 | — | 80 |