Towards Adaptive ML Benchmarks: Web-Agent-Driven Construction, Domain Expansion, and Metric Optimization. - Hangyi Jia; Yuxi Qian; Hanwen Tong; Xinhui Wu; Lin Chen; Feng Wei (CoRR, 2025)