PMRF (Posterior-Mean Rectified Flow) is a newly proposed image restoration algorithm designed to address the distortion-perception quality trade-off in image restoration tasks. By combining posterior mean and rectified flow approaches, it presents an innovative image restoration framework capable of reducing image distortion while ensuring perceptual quality.