ProtocolQA

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ProtocolQA is a multiple-choice benchmark on troubleshooting failed experimental outcomes from common biological laboratory protocols. It evaluates dual-use biological knowledge relevant to bioweapons development.

Methodology

Imported from llm-stats public benchmark metadata. Modality: text. Max score: 1. Categories: healthcare, safety. Language: en. Verified by llm-stats: no.

Leaderboard

  1. Grok-4.1 Thinking self-reported llm-stats
    79.0%