Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HOT | 0.72 | No | Higher Order Transformers: Enhancing Stock Movem... | 2024-12-13 | Code |
| 2 | MAN-SF | 0.605 | Yes | - | - | Code |
| 3 | StockNet | 0.575 | Yes | - | - | Code |
| 4 | Adversarial LSTM | 0.57 | Yes | - | - | - |
| 5 | HATS | 0.56 | Yes | - | - | - |