ILPD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Active Learning | Ilpd | AULC14.7 | 28 | |
| Classification | ILPD | Accuracy71.7 | 24 | |
| Classification | ILPD | F1 Score61.2 | 10 | |
| Binary Classification | ilpd | Mean AUC0.7346 | 9 | |
| Classification | ILPD (test) | Accuracy75.86 | 9 | |
| Classification | Ilpd | ROC AUC0.729 | 8 | |
| Tabular Classification | Ilpd | Cohen's Kappa0.185 | 8 | |
| Classification | ILPD | Average running time (s)0.004 | 6 | |
| PU Classification | ILPD semi-synthetic | AUC0.723 | 5 | |
| Tabular Classification | ilpd (test) | Macro F165.7 | 4 | |
| SHAP value approximation | ilpd (test) | R^20.919 | 2 | |
| Classification | ILPD | Accuracy75.86 | 2 |
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