Stock Prediction and Portfolio Management on CSI 300 (2023 Q4 to 2025 Q3)
32.48AR (Annualized Return)MEME
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MEME2026.02 | 32.48 | 6.8 | 41.71 | 6.16 | 39.75 | 10.76 | 1.5161 | |
| R&D-Agent(Q)2026.02 | 25.02 | 4.85 | 28.72 | 5.45 | 27.81 | 16.5 | 1.3216 | |
| Master2026.02 | 24.46 | 4.37 | 22.6 | 5.26 | 28.3 | 19.71 | 1.0891 | |
| TradingAgents2026.02 | 23.69 | 4.18 | 23.67 | 5.09 | 25.78 | 18.4 | 1.131 | |
| DTML2026.02 | 19.13 | 3.51 | 23.25 | 4.16 | 25.58 | 15.61 | 0.8788 | |
| FactorVAE2026.02 | 18.79 | 3.47 | 20.81 | 3.98 | 26.82 | 16.2 | 0.7892 | |
| SEP2026.02 | 18.22 | 2.98 | 19.76 | 3.42 | 24.75 | 16.98 | 0.973 | |
| Benchmark Indexstrategy=buy-and-hold2026.02 | 15.72 | — | — | — | — | 17.74 | 0.7265 | |
| LightGBM2026.02 | 12.89 | 1.18 | 9.86 | 2.15 | 17.5 | 19.08 | 0.5864 |