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Bayesian Neural Network Regression on Combined (test)

3.925RMSEPBRWP
3.918923.959964.0014.04204Sep 1, 2025Sep 23, 2025Oct 16, 2025Nov 7, 2025Nov 30, 2025Dec 22, 2025Jan 14, 2026

Evaluation results

MethodLinks
PBRWP2025.093.925
ARWPruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=10, optimization=Nesterov2026.013.939
Adamruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.013.971
Adam2025.093.971
BRWPruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.013.975
BRWP2025.093.975
AIGruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.014.067
AIG2025.094.067
SVGDruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.014.07
SVGD2025.094.07
WGFruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.014.077
WGF2025.094.077