| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | WTI (test) | MSE0.146 | 45 | |
| Time Series Forecasting | WTI 22-day horizon | RMSE0.081 | 9 | |
| Time Series Forecasting | WTI 5-day horizon | RMSE0.0394 | 9 | |
| Time Series Forecasting | WTI 1-day horizon | RMSE0.0181 | 9 | |
| Commodity Price Forecasting | WTI (out-of-sample) | DM p-value (one-sided)0.011 | 3 |