Dimensions overall score 9.0

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• Region-to-Image Distillation transforms zooming from an inference-time tool into a training-time primitive.method 95%
• The proposed method improves 'single-glance' fine-grained perception without tool use.result 90%
• The paper introduces ZoomBench, a new benchmark for evaluating fine-grained perceptual dimensions.method 95%
• The models achieve leading performance across multiple fine-grained perception benchmarks.result 85%
• The method improves general multimodal cognition on benchmarks such as visual reasoning and GUI agents.result 80%
• The method relies on large teacher models for initial data generation.limitation 75%
• The method's efficacy depends on the quality and diversity of training data.limitation 80%

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