| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| period (test) | HQFS | Annualized Return0.156 | 5 | 4d ago | |
| Financial Market Data Partial-information setting 2018-2025 (Evaluation Period) | Regime-Aware MV-UCB1 | Total Return90.67 | 5 | 4d ago | |
| S&P 500 constituent stocks (January 2020 to June 2022) | FinRipple | Daily Return (x10^-1)0.052 | 5 | 4d ago | |
| Full-information setting 2018–2025 | CP-RegimeAware | Total Return176.06 | 4 | 4d ago | |
| Portfolio 2 AMZN, GM, and LLY (test) | FINCON | Calmar Ratio32.922 | 4 | 4d ago | |
| Portfolio 1 TSLA, MSFT, and PFE (test) | FINCON | CR (%)113.836 | 4 | 4d ago | |
| Portfolio High Volatility condition April 1, 2022, to October 15, 2022 (test) | FINCON | Calmar Ratio-8.429 | 4 | 4d ago |