Naval
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Regression | Naval UCI (test) | RMSE0 | 22 | |
| Regression | Naval OOD rescaled by 0.1 non-normalized training data UCI (test) | RMSE0.02 | 8 | |
| Regression | Naval | Relative Percentage Error0 | 8 | |
| Regression | Naval | Average training time (s)2.963 | 6 | |
| Trajectory Classification | Naval Dataset (train) | Misclassification Rate0.01 | 6 | |
| Regression | Naval | Avg NLL Relative Percentage6 | 6 | |
| Regression | Naval | NLL-5.87 | 6 | |
| Model refinement | Naval | MSE0 | 5 | |
| Regression | Naval UCI rescaled 3x std normalized (test) | RMSE0.02 | 5 | |
| Regression | Naval | RMSE0.02 | 5 | |
| Regression | Naval | QICE12.5 | 5 | |
| Regression | Naval (test) | MSE0.0075 | 4 | |
| Tabular Regression | Naval | Cmarg0.89 | 3 | |
| Regression | Naval | Metric- | 0 | |
| Regression | Naval | Metric- | 0 |
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