Blind Face Restoration on CelebA-Test

Metric: Deg. (higher is better)

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#	Model↕	Deg.▼	Extra Data	Paper	Date↕	Code
1	mGANprior	55.45	No	Image Processing Using Multi-Code GAN Prior	2019-12-15	Code
2	HiFaceGAN	42.18	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
3	PSFRGAN	39.69	No	Progressive Semantic-Aware Style Transformation ...	2020-09-18	Code
4	DeblurGANv2*	39.64	No	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...	2019-08-10	Code
5	GFP-GAN	34.6	No	Towards Real-World Blind Face Restoration with G...	2021-01-11	Code
6	PMRF	30.67	No	Posterior-Mean Rectified Flow: Towards Minimum M...	2024-10-01	Code

#1mGANpriorSOTA
55.45
Deg.· 2019-12-15
Image Processing Using Multi-Code GAN Prior Code
#2HiFaceGAN
42.18
Deg.· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#3PSFRGAN
39.69
Deg.· 2020-09-18
Progressive Semantic-Aware Style Transformation for Blind Face Restoration Code
#4DeblurGANv2*SOTA
39.64
Deg.· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Code
#5GFP-GAN
34.6
Deg.· 2021-01-11
Towards Real-World Blind Face Restoration with Generative Facial Prior Code
#6PMRF
30.67
Deg.· 2024-10-01
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration Code