How about this??? Using timing and autotrace should give you a good measure on how the two queries measure up.

Code:
SET TIMING ON
SET AUTOTRACE ON

SELECT sf.store_format_id
  FROM store_format sf
  LEFT OUTER JOIN STORE st
    ON st.store_format_id = sf.store_format_id
 WHERE st.store_format_id IS NULL;