Towards General Image Restoration: A Preliminary Exploration and Benchmarking

Existing deep learning models for image restoration struggle to generalize to real-world scenarios with complex and unknown degradations. This paper proposes a new research problem – General Image Restoration (GIR) – aiming to develop a unified model capable of handling diverse image restoration challenges.