{"kind":"task","effective_mode":"full","benchmark":{"kind":"benchmark","effective_mode":"full","slug":"mmlu","formal_name":"MMLU","introduction":"MMLU asks four-way multiple-choice questions across 57 subjects, from elementary material to professional-level examinations. Since 2020 it has been the most widely cited single reference point for general capability.","introduction_ja":"","introduction_en":"","category":"Category not supplied","task_count":null,"acquisition_status":"Acquisition status not supplied","official_url":"https://github.com/hendrycks/test","indexing_mode":"index","profile":{"resources":[],"task_format":"","scoring":"","metric":"","size":"","answer_access":"","license":"","citation":"","maintainer":"","released":"","why_hard":"","related":[],"history":"","construction":"","limitations":"","saturation":"","scores":[]}},"task_id":"84abf1ac-2377-5dd4-b9e4-52c74f632762","task_key":"all--test--84abf1ac-2377-5dd4-b9e4-52c74f632762","task_revision_id":"1","upstream_id":"","short_description":"According to COSO, which of the following is the most effective method to…","config":"all","split":"test","body":"{\"choices\":\"['Demonstrating appropriate behavior by example.', 'Strengthening internal audit’s ability to deter and report improper behavior.', 'Removing pressures to meet unrealistic targets, particularly for short-term results.', 'Specifying the competence levels for every job in an organization and translating those levels to requisite knowledge and skills.']\",\"question\":\"According to COSO, which of the following is the most effective method to transmit a message of ethical behavior throughout an organization?\",\"subject\":\"professional_accounting\"}","display_format":"text","language":"","answer_status":"published","assets":[],"source_url":"https://github.com/hendrycks/test","history":"initial import","indexing_mode":"index","subproblems":[],"grids":[]}