Single-asset trading on TSLA (test)
82.871CR %FINCON
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FINCONCategory=Our Model2024.07 | 82.871 | 1.972 | 29.727 | — | |
| FLAG-TRADERBackbone=SmolLM2-135M-Instruct2025.02 | 50.394 | 1.362 | 37.975 | 64.004 | |
| GPT-4oModel Category=Proprietary Models2025.02 | 45.946 | 1.348 | 21.631 | 57.281 | |
| GPT-4Model Category=Proprietary Models2025.02 | 45.246 | 1.19 | 25.031 | 63.896 | |
| Qwen-2.5-Instruct-7BModel Category=Open-Source Models2025.02 | 41.203 | 0.925 | 37.975 | 74.862 | |
| Buy & HoldModel Category=Baseline2025.02 | 39.244 | 0.869 | 37.975 | 75.854 | |
| Qwen2.5-72B-InstructModel Category=Open-Source Models2025.02 | 39.112 | 1.075 | 26.985 | 61.136 | |
| Llama-3.1-70B-InstructModel Category=Open-Source Models2025.02 | 37.545 | 0.891 | 29.813 | 70.815 | |
| DeepSeek-67B-ChatModel Category=Open-Source Models2025.02 | 35.647 | 0.885 | 33.359 | 67.66 | |
| Llama-3.1-8B-InstructModel Category=Open-Source Models2025.02 | 35.622 | 0.832 | 36.383 | 71.936 | |
| Yi-1.5-34B-ChatModel Category=Open-Source Models2025.02 | 35.364 | 0.808 | 35.49 | 73.561 | |
| FinMemCategory=LLM-based2024.07 | 34.624 | 1.552 | 15.674 | — | |
| GPT-o1-previewModel Category=Proprietary Models2025.02 | 34.499 | 0.796 | 35.49 | 72.822 | |
| DeepSeek-V2-Lite (15.7B)Model Category=Open-Source Models2025.02 | 31.458 | 0.744 | 35.404 | 68.524 | |
| Yi-1.5-9B-ChatModel Category=Open-Source Models2025.02 | 31.35 | 0.703 | 37.975 | 74.895 | |
| Qwen2.5-32B-InstructModel Category=Open-Source Models2025.02 | 21.336 | 0.729 | 20.704 | 49.157 | |
| GACategory=LLM-based2024.07 | 16.535 | 0.391 | 54.131 | — | |
| FinAgentCategory=LLM-based2024.07 | 11.96 | 0.271 | 55.734 | — | |
| B&HCategory=Market2024.07 | 6.075 | 0.145 | 58.15 | — | |
| FinGPTCategory=LLM-based2024.07 | 1.549 | 0.044 | 42.4 | — | |
| PPOCategory=DRL-based2024.07 | 1.409 | 0.032 | 49.74 | — | |
| DQNCategory=DRL-based2024.07 | -1.296 | -0.029 | 58.15 | — | |
| Palmyra-Fin-70BModel Category=Financial Domain Models2025.02 | -6.661 | -0.222 | 25.82 | 50.379 | |
| A2CCategory=DRL-based2024.07 | -35.644 | -0.805 | 61.502 | — |