MPRNet (Multi-Stage Progressive Image Restoration) is a deep learning approach published at CVPR 2021 that tackles image restoration through a multi-stage progressive architecture. The model balances spatial detail preservation with high-level contextual understanding to restore degraded images. It achieves state-of-the-art results on multiple low-level vision benchmarks including image deblurring, deraining, and denoising.