一作ACL 2026Findings· Findings of ACL
More Images, More Problems? A Controlled Analysis of VLM Failure Modes.
Anurag Das · Adrian Bulat · Alberto Baldrati · Ioannis Maniadis Metaxas · Bernt Schiele · Georgios Tzimiropoulos · Brais Martinez
摘要
Large Vision Language Models (LVLMs) have demonstrated remarkable capabilities, yet their proficiency in understanding and reasoning over multiple images remains largely unexplored. While existing benchmarks have initiated the evaluation of multi-image models, a comprehensive analysis of their co...