Author

Zhenjie Zhang

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Preprint Aug 2026

Advancing Relevance Measurement with Vision-Language Models for Web-Scale Search

A VLM-based automated relevance evaluation pipeline deployed within Pinterest Search for online A/B experiments is presented, demonstrating that VLMs can provide reliable relevance measurement for experiments while greatly improving the evaluation efficiency.

Han Wang, Alex P. Whitworth, Pak-Ming Cheung et al. · 0 citations