Blind Face Restoration on CelebA-Test

Metric: NIQE (higher is better)

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#	Model↕	NIQE▼	Extra Data	Paper	Date↕	Code
1	mGANprior	6.422	No	Image Processing Using Multi-Code GAN Prior	2019-12-15	Code
2	PSFRGAN	5.123	No	Progressive Semantic-Aware Style Transformation ...	2020-09-18	Code
3	DeblurGANv2*	4.917	No	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...	2019-08-10	Code
4	HiFaceGAN	4.916	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
5	PMRF	4.118	No	Posterior-Mean Rectified Flow: Towards Minimum M...	2024-10-01	Code
6	GFP-GAN	4.077	No	Towards Real-World Blind Face Restoration with G...	2021-01-11	Code

#1mGANpriorSOTA
6.422
NIQE· 2019-12-15
Image Processing Using Multi-Code GAN Prior Code
#2PSFRGAN
5.123
NIQE· 2020-09-18
Progressive Semantic-Aware Style Transformation for Blind Face Restoration Code
#3DeblurGANv2*SOTA
4.917
NIQE· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Code
#4HiFaceGAN
4.916
NIQE· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#5PMRF
4.118
NIQE· 2024-10-01
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration Code
#6GFP-GAN
4.077
NIQE· 2021-01-11
Towards Real-World Blind Face Restoration with Generative Facial Prior Code