| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Language Modeling | Holdout Set | NLL1.96 | 8 | |
| Stock Movement Prediction | holdout set | Accuracy38.02 | 5 | |
| Binary Classification | Holdout Set 50% Growth Target 1.0 (test) | AUC89.8 | 3 | |
| Binary Classification | Holdout Set 50% Growth Target 1.0 (CV) | AUC0.869 | 3 | |
| Binary Classification | Holdout Set 30% Growth Target 1.0 (test) | AUC87.7 | 3 | |
| Binary Classification | Holdout Set 30% Growth Target 1.0 (CV) | AUC87.2 | 3 | |
| Binary Classification | Holdout Set 10% Growth Target 1.0 (test) | AUC86.2 | 3 | |
| Binary Classification | Holdout Set 10% Growth Target 1.0 (CV) | AUC0.855 | 3 |