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Hideki Nakayama

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#small language model Preprint Oct 2026

Beyond Plausibility: Verifiable Fine-Grained Image Editing on Structured Assets

Fine-grained image editing requires more than producing a visually plausible result: an editor must execute the requested attribute change precisely while leaving everything else intact. However, existing benchmarks leave a critical gap between realism and verifiability: benchmarks built on realistic images typically r...

Mu-Yao Wang, Chen Zhu, Shi-Qi Yang et al. · 0 citations

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