Similarities and differences of S-Corps, Partnerships, C-Corps, and LLCs

Which entities are taxed at the entity level and which offer flow through taxation? How are income and losses aggregated when they flow through to the shareholder/member/partner and why is this important? How does this affect the shareholder/member/partners basis in the entity (if at all)?