| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| S&P 500 1984-06-01 to 2025-08-20 (test) | Simple–Linear | VaR-ES Score3.922 | 6 | 1mo ago | |
| S&P 500 1984-06-01 to 2025-08-20 (val) | Encoder–LSTM | VaR-ES Score-3.95 | 6 | 1mo ago | |
| S&P 500 1984-06-01 to 2025-08-20 (train) | Encoder–LSTM | VaR-ES Score-3.932 | 6 | 1mo ago |