Mock analysis performed using CIGALE to compare the “true” values from the mock catalog with the Bayesian estimated values. The black dashed lines show the linear regression fit, and the corresponding regression coefficients (r²) are marked in each panel. The red dotted line is the one-to-one relation. The mean difference and scatter between the estimated and true values are marked in each panel.