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FrontierChallenge: Evaluating Scientific Workflow Completion

127 upvotes · 25 AUG 2026 · Liangcai Su, Zhaopeng Feng, Zhuo Chen et al.

This paper introduces FrontierChallenge, a benchmark to evaluate the completion of end-to-end scientific workflows, and investigates the performance of various models in completing these workflows. Practitioners might care about this research to improve the accuracy of scientific workflow completion evaluations.

scientific workflowcontinual learningquantum chemistrylife scienceagent-based systems