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MobileForge is a benchmark for project-level multi-screen mobile app generation, evaluating multimodal LLMs on build success, cross-page navigation, visual fidelity, maintainability, and efficiency. Experiments on six frontier multimodal LLMs show current models can compile and reach pages but still struggle with interactive navigation and visual quality.