Single-asset trading on AAPL (test)
27.352Cumulative Return (%)FINCON
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FINCONCategory=Our Model2024.07 | 27.352 | 1.597 | 15.266 | |
| B&HCategory=Market2024.07 | 22.315 | 1.107 | 20.659 | |
| DQNCategory=DRL-based2024.07 | 21.125 | 1.048 | 16.131 | |
| FinAgentCategory=LLM-based2024.07 | 20.757 | 1.041 | 19.896 | |
| FinGPTCategory=LLM-based2024.07 | 20.321 | 1.161 | 16.759 | |
| PPOCategory=DRL-based2024.07 | 14.041 | 0.704 | 22.785 | |
| A2CCategory=DRL-based2024.07 | 13.781 | 0.683 | 14.226 | |
| FinMemCategory=LLM-based2024.07 | 12.397 | 0.994 | 11.268 | |
| GACategory=LLM-based2024.07 | 5.694 | 0.372 | 14.161 |