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Neal

Benchmarks

Task NameDataset NameSOTA ResultTrend
RegressionNeal
RMSE0.0379
36
Predictive Density EstimationNeal Laplace noise, 15% Corruptions
Negative Log Predictive Density1.2
6
Predictive Density EstimationNeal Student-t noise, 15% Corruptions
Negative Log Predictive Density0.199
6
Predictive Density EstimationNeal Constant noise, 15% Corruptions
Negative Log Likelihood (NLL)-2.5
6
Predictive Density EstimationNeal Uniform noise, 15% Corruptions
NLL1.64
6
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