Tabular Datasets
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Regression | 52 Tabular Datasets (test) | NMAE0.139 | 85 | |
| Simulatability | Tabular Datasets Aggregate (test) | Accuracy (w/o explanation)74.63 | 18 | |
| Tabular Classification | 10 Tabular Datasets Missing rate > 10% MNAR (cross-method intersection) | AUC81.72 | 15 | |
| Anomaly Detection | 34 Tabular Datasets average (test) | AUC-PR (Baseline)0.729 | 14 | |
| Association Rule Mining | Larger Tabular Datasets | Accuracy88.13 | 9 | |
| Association Rule Mining | Tabular Datasets Small | Accuracy84.47 | 9 | |
| Association Rule Learning | 5 Small Tabular Datasets Average | Number of Rules1,462 | 7 |
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