ResearchBenchmarksSpectral Risk Optimisation on DGP1 lambda=0.50Spectral Risk Optimisation on DGP1 lambda=0.50Follow147,284J MedianGP-BO144,483.6163,386.3182,289201,191.7Mar 12, 2026Evaluation resultsMethodMethodLinksJ MedianJ Standard DeviationJ 25th PercentileJ 75th PercentileEC MedianGap (%)GP-BO2026.03147,28425,438131,164167,37041,8230.71ACFS2026.03148,34413,811138,512158,36042,4480CEM-SO2026.03148,87222,634140,675160,64642,8670.36SGD-CVaR2026.03175,17857,814149,515205,94648,68018.09KDE-SO2026.03217,294198,869179,667316,87260,28546.48