Comparison between the true values of the parameters (from top to bottom) U_min, q_PAH, γ, log L_IR, log M_dust, and the mock catalogs parameters values estimated from the PDF. The different panels correspond to different observed band combinations. For each parameter and from left to right: all bands but the 8 μm, all bands but the 22 and 24 μm, all bands but the 60 and 70 μm, and all bands but SPIRE. Blue filled dots correspond to galaxies having a 24 μm measurement and red empty dots are galaxies with a 22 μm measurement. The solid black line is the 1:1 relationship. DL07 parameters are constrained, but γ needs the 24 μm from MIPS to be properly estimated.