How can I make the baked HDRI scene not looking so flat?

I have an HDRI plugged into a skybox/Cubemap shader and used it as an ambient source in the scene. Somehow the lighting Build is always flat comparing to when I used the same HDRI in Unity 4. Is there any settings I could tweak to make it not looking so LDR? :frowning:

Anyone please?