ResearchBenchmarksSpectral Risk Optimisation on DGP1 lambda=0.90Follow223,405J MedianACFS219,377.36246,563.93273,750.5300,937.07Mar 12, 2026Evaluation ResultsMethodMethodLinksJ MedianJ Standard DeviationJ 25th Percentile (Q25)J 75th Percentile (Q75)EC MedianGap PercentageACFS2026.03223,40534,674210,751241,64541,5080GP-BO2026.03225,62865,961199,301256,27441,2981CEM-SO2026.03243,08134,714224,179270,39743,7098.81SGD-CVaR2026.03261,606127,013235,951318,49647,15217.1KDE-SO2026.03324,096257,886253,487447,78955,01745.07