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Evaluation

CBRN knowledge-based multiple choice questions (MCQ battery)

Close-ended knowledge-based and reasoning MCQs for biology and chemistry, reported on external benchmarks: SecureBio VMQA, FutureHouse LAB-Bench (ProtocolQA, Cloning Scenarios, SeqQA), WMDP (biology, chemistry); answer choices shuffled over 100 runs, mean solve rate

Biological & chemical risks Google DeepMind — Gemini

How it was run

Open a release to see the setup, scoring, and other details that the lab published. Only fields the lab actually disclosed are shown.

Gemini 2.5
Google DeepMind — Gemini

rich detail 11 method fields published

See how this test was run