{"kind":"task","effective_mode":"full","benchmark":{"kind":"benchmark","effective_mode":"full","slug":"mmlu-pro","formal_name":"MMLU-Pro","introduction":"MMLU-Pro rebuilds MMLU with ten answer options instead of four and removes items that no longer separate models. Questions span fourteen academic and professional subjects.","introduction_ja":"","introduction_en":"","category":"Category not supplied","task_count":null,"acquisition_status":"Acquisition status not supplied","official_url":"https://huggingface.co/datasets/TIGER-Lab/MMLU-Pro","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":"352a386d-040b-5c62-8994-69b6a3ec1d85","task_key":"default--test--10669","task_revision_id":"1","upstream_id":"10669","short_description":"Statement 1| The ReLU's gradient is zero for $x<0$, and the sigmoid gradient…","config":"default","split":"test","body":"{\"category\":\"computer science\",\"options\":\"['Statement 1 is true for x < 0, statement 2 is false for x ≠ 0', 'True, True', 'True, False', 'Statement 1 is only true for x > 0, statement 2 is always false', 'False for statement 1, statement 2 is true if x ≠ 0', 'Statement 1 is only false for x > 0, statement 2 is always true', 'False for statement 1, statement 2 is true if x = 0', 'False, True', 'False, False', 'True for statement 1, statement 2 depends on the function']\",\"question\":\"Statement 1| The ReLU's gradient is zero for $x<0$, and the sigmoid gradient $\\\\sigma(x)(1-\\\\sigma(x))\\\\le \\\\frac{1}{4}$ for all $x$. Statement 2| The sigmoid has a continuous gradient and the ReLU has a discontinuous gradient.\",\"src\":\"ori_mmlu-machine_learning\"}","display_format":"text","language":"","answer_status":"published","assets":[],"source_url":"https://huggingface.co/datasets/TIGER-Lab/MMLU-Pro","history":"initial import","indexing_mode":"index","subproblems":[],"grids":[]}