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Shopping Reasoning Bench: An Expert-Authored Benchmark for Multi-Turn Conversational Shopping Assistants

arXiv cs.CL · 2026-06-12 Cached

The Shopping Reasoning Bench is an expert-authored benchmark for evaluating multi-turn conversational shopping assistants, with 525 missions and over 10,000 binary rubrics. Evaluations of GPT, Claude, and Gemini show that current models achieve only 57-77% pass rates, revealing significant gaps in expert-level shopping reasoning.

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