Agent Evaluation

E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation

A reproducible 365-day benchmark for agents operating online stores under negotiation, delayed outcomes, market shocks, and persistent memory demands.

Wei Fan, Xinjie Shen 沈鑫杰, Xudong Guo, Jianhong Tu, Yang Su, Yinger Zhang, Lianghao Deng, Fengyu Wang, Baohua Dong, Yangqiu Song, Dayiheng Liu