The report highlights that the all-in-one image restoration model, InstructIR, utilizes degradation-specific information to guide the restoration process, effectively recovering images from a wide range of types and levels of degradation. Compared to previous methods, InstructIR has improved by +1dB, utilizing synthetic data for training. It performs remarkably well on real-world hazy and low-light images.