Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

CA Housing

Benchmarks

Task NameDataset NameSOTA ResultTrend
RegressionCA Housing
RMSE0.4303
45
Explanation RegularityCA Housing
Regularity0.869
11
Explanation Fidelity EstimationCA Housing
R2 Score (Fidelity)0.96
11
Explanation StabilityCA Housing
Stability1
11
Regressionca housing
Quantile Loss2,800
11
Membership Inference AttackCA-Housing
AUC-ROC0.7
8
Predictive Density EstimationCA Housing Laplace noise, 15% Corruptions
Negative Log Predictive Density1.61
6
Predictive Density EstimationCA Housing Student-t noise, 15% Corruptions
Neg Log Pred Density1.77
6
Predictive Density EstimationCA Housing Constant noise, 15% Corruptions
Negative Log Predictive Density3.57
6
Predictive Density EstimationCA Housing Uniform noise, 15% Corruptions
Neg Log Density2.92
6
Prediction Interval Estimationca housing
NCIW0.354
5
RegressionCA Housing (10-fold CV)
p-value0.008
5
Showing 12 of 12 rows