Boston
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Regression | Boston UCI (test) | RMSE2.555 | 26 | |
| Regression | Boston | RMSE2.61 | 12 | |
| Regression | Boston | MSE11.789 | 9 | |
| Bayesian Neural Network Inference | Boston (UCI) (test) | Test Log-Likelihood-2.42 | 8 | |
| Regression | Boston | NLL2.35 | 6 | |
| Uncertainty Calibration | Boston | MACE5 | 6 | |
| Out-of-distribution detection | Boston (UCI) (test) | OOD Detection Accuracy96.9 | 5 | |
| Regression | Boston | QICE3.37 | 5 | |
| Regression | Boston Focused Outliers | MAE0.244 | 5 | |
| Regression | Boston Asymmetric Outliers | MAE0.335 | 5 | |
| Regression | Boston Uniform Outliers | MAE0.203 | 5 | |
| Regression | Boston No Outliers | MAE0.208 | 5 | |
| Regression | Boston Uniform Outliers (test) | NLPD0.452 | 5 | |
| Regression | Boston No Outliers (test) | NLPD0.0924 | 5 | |
| Circle Packing | Boston large variance | NP10.341 | 4 | |
| Circle Packing | Boston small circle radii variance | NP10.365 | 4 | |
| Circle packing | Boston | Running Time (s)0.004 | 4 | |
| Regression | Boston | CRPS2.202 | 3 | |
| Confidence interval construction | Boston (test 1, 2, 3, 4, 5) | 95% CI Coverage Rate100 | 3 | |
| Regression | Boston (test) | NLL2.7279 | 2 | |
| Regression | Boston (UCI) | RMSE2.378 | 2 | |
| Regression | Boston (test 5) | Metric- | 0 | |
| Regression | Boston (test 4) | Metric- | 0 | |
| Regression | Boston 3 (test) | Metric- | 0 | |
| Regression | Boston 2 (test) | Metric- | 0 |
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