| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Stock Prediction | CSI 300 latest (2025 Q4) | Average Return (AR)9.77 | 9 | |
| Stock Prediction and Portfolio Management | CSI 300 (2023 Q4 to 2025 Q3) | AR (Annualized Return)32.48 | 9 | |
| Pair Trading | CSI 300 (test) | Sharpe Ratio (SR)1.91 | 6 |