ResearchBenchmarksRegression on UCI Concrete (MPIW)Regression on UCI Concrete (MPIW)Follow0.737MPIWβ-NLL0.683041.047271.41151.77573Mar 29, 2026Evaluation resultsMethodMethodLinksMPIWβ-NLLprediction interval=95%prediction interval=95%2026.030.737SampleNetprediction interval=95%prediction interval=95%2026.030.818Ensemble-NNprediction interval=95%prediction interval=95%2026.030.89MDNprediction interval=95%prediction interval=95%2026.031.119NE-GMMprediction interval=95%prediction interval=95%2026.031.123NGBoostprediction interval=95%prediction interval=95%2026.032.086