Multi-stock Trading on Multi-stock Trading 2025 (held-out)
50.29Return (%)MetaPS-9B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MetaPS-9BParameters=9B2026.06 | 50.29 | 0.668 | 15.29 | |
| MetaPS-4BParameters=4B2026.06 | 45.72 | 0.705 | 12.57 | |
| Strategy ClassifierType=Non-LLM Selector2026.06 | 35.9 | 0.778 | 16.78 | |
| Qwen3.5-9BBackbone=Qwen3.5, Parameters=9B2026.06 | 32.69 | 0.762 | 27.3 | |
| GPT-5.4Model=GPT-5.42026.06 | 32.03 | 1.112 | 3.05 | |
| Random StrategyStrategy type=Baseline2026.06 | 30.91 | 0.828 | 9.21 | |
| Best Fixed StrategyStrategy type=Baseline2026.06 | 30.23 | 0.705 | 23.53 | |
| Qwen3.5-4BBackbone=Qwen3.5, Parameters=4B2026.06 | 25.12 | 0.916 | 16.59 | |
| RL Q-Policy SelectorType=Non-LLM Selector2026.06 | 23.14 | 0.493 | 19.51 | |
| Reward-Ranking SelectorType=Non-LLM Selector2026.06 | 19.64 | 0.275 | 20.87 | |
| Sequence SelectorType=Non-LLM Selector2026.06 | 19.54 | 0.924 | 18.73 | |
| GPT-5.4-miniModel=GPT-5.4, Variant=mini2026.06 | 14.22 | 0.319 | 11.04 |