Evolution with redshift of averaged quantities, SFE to the left, and gas-to-stellar mass ratio to the right. The average of only detected points is plotted in green, and with the 3σ upper limits in black (for high-z samples only). The error bars are the statistical ones following the square root of the number of points averaged. The red line is the same as in Figs. 11 and 14.