chscase census
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Counterfactual Explanation | chscase census2 | Validity1 | 24 | |
| Counterfactual Explanation Generation | chscase census6 | Validity1 | 20 | |
| Counterfactual Explanation Diversity | chscase census6 | Diversity84 | 6 | |
| Counterfactual Explanation Diversity | chscase census 2 | Diversity2.29 | 6 | |
| Counterfactual Explanation Generation | chscase census 2 | Average Euclidean Distance1.1 | 6 | |
| Counterfactual Generation | chscase census 2 | Diversity2.2 | 5 | |
| Counterfactual Explanation | chscase census 2 | Proximity Score1.9 | 5 | |
| Counterfactual Explanation Generation | chscase census6 | Average Euclidean Distance1.1 | 4 | |
| Counterfactual Proximity | chscase census 2 | Mean Euclidean Distance0.3 | 4 | |
| Outlier Explanation | chscase census6 | Average run time (seconds)0.0021 | 4 | |
| Outlier Explanation | chscase census2 | Avg Runtime (s)0.0024 | 4 | |
| Counterfactual Explanation | chscase census6 | Proximity Score0.74 | 3 | |
| Counterfactual Generation | chscase census 6 | Diversity84 | 2 |
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