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Housing

Benchmarks

Task NameDataset NameSOTA ResultTrend
RegressionHousing
RMSE0.214
26
Data ImputationHousing
MAE0.0948
14
Regressionhousing
Mean MSE12.31
12
RegressionHousing
Normalized AUC (RMSE)1
9
RegressionHousing
Min Epsilon0.0039
9
Sample generationhousing
Standardized Energy Distance7.8
8
Spatial RegressionHousing (spatial cv)
R^20.838
8
Spatial RegressionHousing (random cv)
R^289.6
8
Spatial RegressionHousing (in sample)
R294.1
8
Private Decision Tree Evaluationhousing
Online Running Time1.8
8
Bayesian A-optimal DesignHousing
Objective Value54.64
6
Heteroskedastic RegressionHousing (test)
Lambda^-0.5 MSE0.76
5
Decision Tree Evaluationhousing
Overall Latency (s)1,230
4
Regressionhousing (test)
Median MSE44.202
4
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