Chinese Financial Sentiment Analysis Dataset
83.5AccuracyFMHCA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FMHCAArchitecture=Financial Multi-Head Cross-Attention2025.12 | 83.5 | 82 | 82 | 81 | |
| BERT + Transformer + FusionArchitecture=BERT with Transformer and fusion mechanism2025.12 | 77 | 77.1 | 77.2 | 77 | |
| BERT2025.12 | 62.5 | 62.3 | 62.3 | 62.5 | |
| BERT + TransformerArchitecture=BERT combined with Transformer blocks2025.12 | 62.5 | 62.4 | 64.9 | 62.5 | |
| BERT + MLPArchitecture=BERT combined with Multilayer Perceptron2025.12 | 57.5 | 51.1 | 52.2 | 57.5 | |
| BERT + LSTMArchitecture=BERT combined with Long Short-Term Memory2025.12 | 57 | 48.1 | 61.8 | 57 | |
| BERT + LSTM + FusionArchitecture=BERT with LSTM and fusion mechanism2025.12 | 47.5 | 30.6 | 22.6 | 47.5 |