Basically all factions have Line Infantry, Light Infantry (not all factions I believe though), Skirmisher and Foot Guard
Line infantry: Average melee stats, average accuracy
Light Infantry: Worse melee stats, better accuracy
Skirmisher: Worse melee stats, great accuracy, uses a rifle (so no bayonet)
Foot Guard: Better melee stats, same accuracy as line infantry