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Jingui Liang

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Preprint Aug 2026

Paint What You See: Benchmarking Dexterous Visual Tool Use in Multimodal Agents

Evaluation is shifting from static QA toward agentic settings where models act through external tools. We identify a critical yet underexplored capability within this space - dexterous visual tool use: fine-grained, closed-loop parameterized visual action in which models infer tool parameters from visual evidence, and...

Shudong Liu, Dong-Yang Chen, En-Ci Zhang et al. · 0 citations

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