jannis
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Binary Classification | Jannis JA | Accuracy73.32 | 9 | |
| Classification | jannis | Classification Error27.01 | 8 | |
| Classification | jannis | Cohen's Kappa0.83 | 8 | |
| Point-level mislabeled data detection | jannis | AUCPR38 | 7 | |
| Classification | jannis | Balanced Accuracy65.287 | 7 | |
| Rashomon set approximation | Jannis 106 | Recall100 | 4 | |
| Counterfactual Explanation | Jannis (test) | Mean L1 Distance40.4 | 4 | |
| Decision Tree Rashomon Set construction | Jannis | Runtime (s)327.54 | 3 | |
| Tabular Classification | Jannis | Accuracy70 | 3 | |
| Cell-level outlier detection | jannis | AUC0.83 | 2 | |
| Model Allocation | Jannis | AUC79 | 1 |
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