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BioPlanner — leaderboard

Automatic evaluation framework for LLM protocol planning in biology, using BioProt pseudocode representations to test whether models can reconstruct experimental protocols from high-level goals.

Source: aclanthology.org.

Interactive version: theaggregate.ai/benchmark?slug=bioplanner · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.