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DSWorld accelerates RL training by 14x while outperforming top LLMs in predicting data science operation outcomes.
Selective multimodal correction can dramatically enhance document parsing accuracy without compromising the integrity of reliable outputs.
ChartLens combines data correction and summary refinement to achieve state-of-the-art performance in chart understanding, outperforming existing solutions.
EvoDS not only learns new skills autonomously but also manages context intelligently, leading to a 28.9% performance boost over existing data science agents.
