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Developer Tools
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TOOL
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About

Scientist-curated research-coding problems across physics, chemistry, biology, and materials science. Each problem decomposes into subproblems, so check whether a reported score counts main problems or subproblems.

Why it made the leaderboard

Compare the task, benchmark version, harness, and grading method before using model scores to choose a model.

Tags

benchmarkevaluation

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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.