一作ECCV 2026Poster
Identifying and Resolving Pitfalls of Knowledge-Based VQA Benchmarks: Auditing, Repairing, and Augmenting
Qian Ma · S M Rayeed · Qiong Wu · Charles Stewart · Yao Ma
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Qian Ma · S M Rayeed · Qiong Wu · Charles Stewart · Yao Ma
Qian Ma · Qiong Wu · Zhengyi Zhou · Yao Ma
Knowledge-Based Visual Question Answering (KB-VQA) requires grounding visual queries to external knowledge beyond directly observable content in images.While recent multi modal large language models (MLLMs) show strong perceptual abilities, they struggle on KB-VQA tasks requiring groundings from...