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Jin-Jian Wu

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Jul 2026

IQA-T1: Tool-based Visual Evidence Reasoning for Image Quality Assessment

This work proposes IQA-T1, a tool-based visual evidence reasoning framework that augments MLLM reasoning with explicit perceptual observations and constructs Q-Tool, a dataset containing 11k multimodal reasoning chains grounded in tool-generated evidence.

Jin-Jian Wu, Jiaqi Tang, Wei Wei et al. · 0 citations

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