INNER JOIN retrieves records that have matching values in both tables, while LEFT JOIN returns all records from the left table and matched records from the right table, filling in with NULLs where no match exists. RIGHT JOIN works conversely, returning all records from the right table. Choosing among them depends on the specific use case, such as needing all records from one table regardless of matches.