Lastly, the teacher/student approaches perform comparatively -each outperforms the other on one dataset -despite the fact that MT is a simpler framework than LN.
in the mean teacher framework both student and teacher are decoupled whereas in ladder networks there are connections between the two, which makes porting LNs to new tasks more difficult.