Communities and Crime
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Regression | Communities and Crime 1990 US Census / 1990 US LEMAS / 1995 FBI UCR (test (20%)) | MSE (Mean)0.0177 | 78 | |
| Fairness-aware Regression | Communities and Crime | RMSE1.106 | 12 | |
| Regression | Communities and Crime | Avg. RMSE0.123 | 9 | |
| Prediction | Communities and Crime | MSE0.0283 | 8 | |
| Fair Regression | Communities and Crime (10 random splits) | MSE1 | 6 | |
| Training Process | Communities and Crime (train) | Training Time (s)0.2793 | 5 | |
| Regression | Communities and Crime Lower-Density Communities | RMSE0.1285 | 4 | |
| Recourse Cost Evaluation | Communities and Crime | Protected Recourse Cost22.35 | 4 | |
| Regression | Communities and Crime | C.Acc12.09 | 2 |
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