The median filter performs relative

The median filter performs relatively well on impulse noise as long as the spatial density of the impulse noise is not large
The adaptive median filter can handle much more spatially dense impulse noise, and also performs some smoothing for non-impulse noise
The key insight in the adaptive median filter is that the filter size changes depending on the characteristics of the image