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Bin Duan, Jintao Lin, Guowei Yang

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VLTest: Finding Joint Image-Text Failures in Vision-Language Models

Year: 2026 • Source: arxiv.org • Listed PDF

Vision-language models (VLMs) are increasingly embedded in software systems. Testing them raises two problems. Mutating either input can change the expected answer, so an output change is not by itself a failure. Some fa...