Transistor noise figure in common base / common gate configuration
One model for bipolar noise is the Rbb, the resistance from Base gold bond wire down thru some doped silicon, to the base region between Emitter and Collector.

Regardless of the topology, that Rbb contributes to the noise.

Thus I think the NF is the same for CCE and CB.