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HALDETECT at ImageEval 2026 Shared Tasks: Answer-First Contrastive Grounding with QLoRA

Hoque, Syed Mohaiminul et al.
arXiv (All) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognitioni-2-10i-2-7i-4-8
Large multimodal models tend to hallucinate visual detail fluently, which limits their deployment for fine-grained interpretation. We present HALDETECT, our system for the English hallucination-detection track (Task 1b) of ImageEval 2026, in which a system must identify, from an image and three cult
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