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Benchmark for Assessing Olfactory Perception of Large Language Models

The Olfactory Perception benchmark evaluates LLM smell reasoning across 1,010 questions, finding compound names outperform molecular structures and best accuracy reaches 64.4%.

Eftychia Makri, Nikolaos Nakis, Laura Sisson, Geetanjali Minsky and 3 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 3/5
medium 7/10
strict 3/5