HLE-Verified A

AI benchmark · Knowledge

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Knowledge
Tier
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Snapshot

Open benchmark ↗blog.google/innovation-and-ai/models-and-research/gemini-mod…

What is HLE-Verified?

HLE-Verified is a verified and revised version of Humanity's Last Exam that evaluates frontier language models on challenging multi-domain expert questions with reduced annotation noise.

  • General capability mostly

    “Humanity's Last Exam (HLE) has become a widely used benchmark for evaluating frontier large language models on challenging, multi-domain questions.”
    arxiv.org/abs/2602.13964 ↗

Paper: arxiv.org/abs/2602.13964 ↗

Lineage

Benchmarks this one is built on and built from: versions, subsets, extensions and the indexes that combine them.

Built on

  • Humanity's Last Exam original

    “HLE-Verified is a verified and revised version of Humanity's Last Exam that evaluates frontier language models on challenging multi-domain expert questions with reduced annotation noise.”

Tier A

A

Widely used: a lab reports it, or 50 or more models are scored on it.

How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.

  • 6 models scored
  • reported by Google
  • in curated RL directories (2 pts)
How we got to tier A
  1. Adoption: 6 models scored; reported by Google. Tier A.
  2. On X: unclear, none buzz No move.
  3. In curated RL directories: 2 points, a floor of C.
  4. Confirmed: a line from its own site or paper places it.

A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

Where HLE-Verified sits

Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map

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Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-11-05 snapshot.