If you are not seeing your raster in 3D after setting the base height to itself, then you might want to adjust the Vertical Exaggeration. This will exaggerate the elevation for areas where the difference cannot be seen very well.The Vertical Exaggeration can be found from the Scene Properties (View > Scene Properties). You can manually set this value or calculate from extent.