FICO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Binary Classification | FICO (test) | AUROC80.48 | 20 | |
| Counterfactual Explanations | FICO | Validity49.2 | 15 | |
| Classification | FICO | AUROC0.802 | 11 | |
| Rashomon Set Approximation | FICO | Running Time (s)68.28 | 9 | |
| Classification | FICO | Accuracy72.3 | 8 | |
| Pruning Boosted Tree Ensembles | FICO | Pruning Rate60 | 7 | |
| Out-of-distribution detection | FICO (test) | AUROC0.667 | 7 | |
| Classification | FICO | Average Running Time (s)0.215 | 6 | |
| Classification | FICO binary | Latency (s)0.016 | 6 | |
| Ensemble Compression | FICO | S Score16 | 4 | |
| Classification | Fico | ECE0.036 | 3 | |
| Counterfactual Explanation | FICO Data-supported | Retrain Robustness Score1 | 3 |
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