ResearchBenchmarksNumerical Optimization on Classical Fixed-Dimensional Benchmark F18, D2Follow-12Mean Log10 ErrorSVOA-12.326-10.1255-7.925-5.7245May 9, 2026Evaluation ResultsMethodMethodLinksMean Log10 ErrorSVOA2026.05-12PSO2026.05-12EO2026.05-10.675DVO2026.05-5.919GWO2026.05-5.343SCA2026.05-5.305WOA2026.05-5.155AOA2026.05-3.85