Blind Face Restoration on CelebA-Test

Metric: PSNR (higher is better)

LeaderboardDataset

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Results

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	PMRF	26.37	No	Posterior-Mean Rectified Flow: Towards Minimum M...	2024-10-01	Code
2	DeblurGANv2*	25.91	No	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...	2019-08-10	Code
3	GFP-GAN	25.08	No	Towards Real-World Blind Face Restoration with G...	2021-01-11	Code
4	HiFaceGAN	24.92	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
5	PSFRGAN	24.71	No	Progressive Semantic-Aware Style Transformation ...	2020-09-18	Code
6	mGANprior	24.3	No	Image Processing Using Multi-Code GAN Prior	2019-12-15	Code
7	DifFace	24.08	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
8	GLEAN	23.41	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
9	DFDNet	23.15	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
10	PSFRGAN	22.74	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
11	CodeFormer	22.18	No	Towards Robust Blind Face Restoration with Codeb...	2022-06-22	Code
12	GFPGAN	22.18	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
13	PULSE	22.14	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
14	VQFR	21.94	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
15	DiffBIR	21.7509	No	DiffBIR: Towards Blind Image Restoration with Ge...	2023-08-29	Code

#1PMRFSOTA
26.37
PSNR· 2024-10-01
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration Code
#2DeblurGANv2*SOTA
25.91
PSNR· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Code
#3GFP-GAN
25.08
PSNR· 2021-01-11
Towards Real-World Blind Face Restoration with Generative Facial Prior Code
#4HiFaceGAN
24.92
PSNR· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#5PSFRGAN
24.71
PSNR· 2020-09-18
Progressive Semantic-Aware Style Transformation for Blind Face Restoration Code
#6mGANprior
24.3
PSNR· 2019-12-15
Image Processing Using Multi-Code GAN Prior Code
#7DifFace
24.08
PSNR· 2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction Code
#8GLEAN
23.41
PSNR· 2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction Code
#9DFDNet
23.15
PSNR· 2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction Code
#10PSFRGAN
22.74
PSNR· 2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction Code
#11CodeFormer
22.18
PSNR· 2022-06-22
Towards Robust Blind Face Restoration with Codebook Lookup Transformer Code
#12GFPGAN
22.18
PSNR· 2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction Code
#13PULSE
22.14
PSNR· 2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction Code
#14VQFR
21.94
PSNR· 2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction Code
#15DiffBIR
21.7509
PSNR· 2023-08-29
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior Code