Frontier Models Complete Only ~20% of Scientific Workflows

apodex · hf · 2026-08-27

FrontierChallenge evaluates end-to-end scientific workflows across domains. It reveals that frontier models complete only about 20% of tasks, despite high partial scores and frequent claims of completion, highlighting significant limitations in handling complex scientific processes.

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