Qiushi Engine on AstaBench E2E-Bench-Hard
The 10% full-task completion rate is 3.3 times higher than previous agents on this benchmark, showing significant progress in autonomous research agents.
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AutoSciRub Evaluation Framework for Research Agents
AutoSciRub provides researchers with a concrete method to improve scientific work quality through evaluation-first guidance, applicable across various LLM backbones and research tasks.