Author

Yi-Ming Hu

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Jul 2026

MMShopBench: A Real-Log Benchmark for Multimodal, Multi-Turn Shopping Agents

This work introduces MMShopBench, the first real-log benchmark for multimodal, multi-turn shopping agents, and builds an offline shopping sandbox, where fine-tuning substantially narrows the performance gap between the open-source model and leading proprietary models.

Zeying Hao, Haoze Guo, Meng-Tao Xu et al. · arXiv.org · 0 citations