Reasoning

All except Physics are branches of Physics.

All others are adjectives.

The couch, table, and chair are pieces of furniture; the rug is not.

All except Alligator have protective shells.

All others are drawn on paper.

All except Montgomery were Admirals. Nimitz was U.S. Admiral, Yamamoto was Japanese Admiral and Nelson was British Admiral, while Montgomery was British Field Marshal.