Fig. 4:
Models Genesis, as presented with the red vertical lines, achieve higher and more stable performance compared with three popular types of random initialization methods, including MSRA, Xavier, and Uniform. Among three out of the five applications, three different types of random distribution reveal no significant difference with respect to each other.