Sentiment Analysis on Multi-modal Financial Dataset (Earnings Calls, News, Social Media, Charts)
85.1F1 Score (Sentiment)Unified Multi-Modal Financial AI Framework
Evaluation results
| Method | Links | |
|---|---|---|
| Unified Multi-Modal Financial AI Framework2026.06 | 85.1 | |
| PartialComponents=42026.06 | 81.2 | |
| PartialComponents=32026.06 | 79.4 | |
| PartialComponents=22026.06 | 76.8 | |
| Sentiment Only2026.06 | 75.3 | |
| Traditional Baseline2026.06 | 67.2 |