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URSA: Chemistry-Aware Benchmark for Utilitarian Retrosynthesis Assessment

URSA benchmarks retrosynthesis via chemistry-aware formal and plausibility metrics, finding specialized models outperform LLMs at reliable synthesis planning.

Bogdan Zagribelnyy, Ivan Ilin, Nikita Bondarev, Anton Morgunov and 6 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 1 on Hugging Face

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 1/5