ResearchBenchmarksRegression on UCI Energy (MPIW)Regression on UCI Energy (MPIW)Follow0.407MPIWβ-NLL0.3860.527750.66950.81125Mar 29, 2026Evaluation resultsMethodMethodLinksMPIWβ-NLLprediction interval=95%prediction interval=95%2026.030.407Ensemble-NNprediction interval=95%prediction interval=95%2026.030.544SampleNetprediction interval=95%prediction interval=95%2026.030.578NE-GMMprediction interval=95%prediction interval=95%2026.030.745MDNprediction interval=95%prediction interval=95%2026.030.804NGBoostprediction interval=95%prediction interval=95%2026.030.932