your hdr image on the cylinder is not primary visible? or is it that boring blue thing? it looks like you only have one point light in the scene (behind the plane) and combined gi and fg. or maybe you need the diffuse of the cylinder/plane is not set correctly? maybe something other than lambert, that has a tiny bit reflection would help.