| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Stock price forecasting | NYSE | IC0.032 | 15 | |
| Deterministic forecasting | NYSE TSFM-Bench | MSE0.442 | 14 | |
| Long-term forecasting | NYSE | MSE0.385 | 8 | |
| Online Asset Allocation | NYSE(O) Risk Parity Enhanced scenario T = 5,651 days (test) | Averaged Gap-Weighted Regret0.818 | 4 | |
| Online Asset Allocation | NYSE(O) Low Volatility scenario T = 5,651 days (test) | Averaged Gap-Weighted Regret0.79 | 4 | |
| Online Asset Allocation | NYSE(O) Income Focused scenario T = 5,651 days (test) | Averaged Gap-Weighted Regret0.867 | 4 | |
| Online Asset Allocation | NYSE(O) High Frequency Trading scenario T = 5,651 days (test) | Averaged Gap-Weighted Regret0.806 | 4 | |
| Online Asset Allocation | NYSE(O) Aggressive Growth scenario T = 5,651 days (test) | Averaged Gap-Weighted Regret0.142 | 4 |