Disentanglement is a highly desirable property of representation owing to its similarity human understanding and reasoning. Many works achieve disentanglement upon information bottlenecks (IB). Despite their elegant mathematical foundations, the IB branch usually exhibits lower performance. In order provide an insight into problem, we develop annealing test calculate freezing point (IFP), which...