Reasoning & knowledge

MMLU-Pro

by TIGER-AI-Lab

What is MMLU-Pro? MMLU-Pro is a reasoning & knowledge eval made by TIGER-AI-Lab. A harder follow-up to MMLU with over 12,000 exam and textbook questions in 14 subject areas and ten answer options instead of four. The authors report scores 16% to 33% lower than on MMLU and less sensitivity to prompt wording.

Page last updated 2026-10-16 · Evals Review

Editor note

A harder follow-up to MMLU with over 12,000 exam and textbook questions in 14 subject areas and ten answer options instead of four. The authors report scores 16% to 33% lower than on MMLU and less sensitivity to prompt wording.

What it tests
Expert-level knowledge plus multi-step reasoning across subjects such as law, physics, health and economics.
Original source
github.com/TIGER-AI-Lab/MMLU-Pro
Last updated
Repo last commit 2026-03-18
License
Apache-2.0

Facts come only from the linked source (checked 15–16 Oct 2026). Credit belongs to the creators.

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Related reasoning & knowledge evals

  • GPQA — Expert-level science reasoning.
  • Humanity's Last Exam — Frontier academic knowledge and reasoning.
  • LiveBench — Hard, contamination-limited tasks with verifiable ground-truth answers (no LLM judge).
  • MMLU — World knowledge and problem solving across many school and professional subjects.

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