As Figure 5a shows, there is greater reduction in the classification loss for smaller values of α, i.e., when classification loss contributes more to the overall loss; see Equation (4).
figure 5b shows that the CSA loss decreases with larger values of α as the model pays more attention to the CSA loss; see the red and green lines in figure 5b.