SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information. New benchmark SPIEva...

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information. New benchmark SPIEval reveals critical gaps in LLM-based mobile assistants' ability to handle scattered personal data, with top models achieving only 57.3% accuracy.Source: arXiv cs.CLhttps://arxiv.org/abs/2608.10692#MachineLearning

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