ResearchBenchmarksNumerical Optimization on Classical Fixed-Dimensional Benchmark F22, D4Follow-11.984Mean Log10 ErrorSVOA-12.49632-9.03816-5.58-2.12184May 9, 2026Evaluation ResultsMethodMethodLinksMean Log10 ErrorSVOA2026.05-11.984PSO2026.05-8.142GWO2026.05-3.922EO2026.05-3.578DVO2026.05-3.346AOA2026.05-0.784WOA2026.05-0.773SCA2026.050.824