Lemma - It is used to prove a theorem but not that interesting or important.
Corollary - It is a special case of a more general theorem.
Conjecture - It is the same as hypothesis, which is an unproven suggestion based on substantial evidence.
Theory - Statements devised to explain a group of facts or phenomena. It usually starts out as hypothesis and matures gradually with supporting evidences.