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DDTNet reveals that focusing on degradation transfer can dramatically improve image restoration performance across diverse weather conditions.
SpatialClaw enables agents to dynamically compose and adapt their reasoning strategies, achieving a remarkable 11.2-point accuracy boost over traditional spatial agents.