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Bayesian Neural Network Regression on Concrete (test)

4.257RMSEARWP
4.231764.402134.57254.74287Sep 1, 2025Sep 23, 2025Oct 16, 2025Nov 7, 2025Nov 30, 2025Dec 22, 2025Jan 14, 2026

Evaluation results

MethodLinks
ARWPruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=10, optimization=Nesterov2026.014.257
PBRWP2025.094.387
AIGruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.014.44
AIG2025.094.44
BRWPruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.014.478
BRWP2025.094.478
Adamruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.014.698
Adam2025.094.698
WGFruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.014.883
WGF2025.094.883
SVGDruns=20, architecture=Two-hidden-layer ReLU neural network, hidden_neurons=50, particles=102026.014.888
SVGD2025.094.888