credit-g
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Credit-G (test) | Accuracy74.21 | 45 | |
| Binary Classification | credit-g (CG) (test) | AUROC80.1 | 27 | |
| Classification | credit-g | ROC AUC0.783 | 22 | |
| Tabular Classification | Credit-g (test) | AUROC78.7 | 13 | |
| Classification | D6 credit-g MCAR 15% (20% test) | Accuracy76.5 | 8 | |
| Active Learning | Credit-g | AULC18 | 8 | |
| Tabular Classification | Credit-g | Cohen's Kappa0.261 | 8 | |
| Classification | credit-g 31 | AUROC0.799 | 8 | |
| Multi-label classification | credit-g | Accuracy51.01 | 7 | |
| Counterfactual Explanations | Credit-G | Coverage100 | 4 | |
| Binary Classification | credit-g | AUC0.762 | 2 | |
| Classification | Credit-G 31 (10-fold CV) | Log-Loss0.505 | 2 |
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