| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Financial Strategy Generation | Crypto | ∆VaR0.01 | 34 | |
| Time-series forecasting | Crypto | RMSE0.202 | 17 | |
| Cooperative Multi-Agent Reinforcement Learning | Crypto (last 2% of train) | Mean Episodic Reward50 | 13 | |
| Long-term forecasting | Crypto (test) | MSE0.187 | 9 | |
| Multivariate long-term series forecasting | Crypto | MSE0.187 | 2 |