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Forget simple image search: MCMR reveals how current multimodal models struggle with the complex, interdependent constraints of real-world product search.
Achieve high-quality semantic segmentation on low-quality images by injecting segmentation priors into image restoration, outperforming existing methods that focus solely on pixel-level fidelity.