| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Timeseries Forecasting | Financial | MSE0.145 | 12 | |
| Contextual Bandit | Financial | Relative Cumulative Regret5.26 | 9 | |
| Tokenization efficiency | Financial | Token Count408 | 6 | |
| Financial Prediction | Financial | Sharpe Ratio1.89 | 6 | |
| Token Efficiency | Financial Trades | JSON Compact Token Count1,358 | 1 | |
| Financial Natural Language Processing | Financial benchmarks | Metric- | 0 |