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Blind Face Restoration On Celeba Test

Metrics

FID
IDS
LPIPS
PSNR
SSIM

Results

Performance results of various models on this benchmark

Model Name
FID
IDS
LPIPS
PSNR
SSIM
Paper TitleRepository
DiffBIR59.065145.7321.75090.5971DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior-
BDPM12.93-29.324.580.742Binary Diffusion Probabilistic Model-
DFDNet64.6586.2155.423.150.629DifFace: Blind Face Restoration with Diffused Error Contraction-
PMRF37.46--26.370.7073Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration-
GFPGAN46.9966.7649.522.180.631DifFace: Blind Face Restoration with Diffused Error Contraction-
PSFRGAN47.59-42.424.710.6557Progressive Semantic-Aware Style Transformation for Blind Face Restoration-
PSFRGAN52.1468.145022.740.63DifFace: Blind Face Restoration with Diffused Error Contraction-
GLEAN60.367.1346.923.410.666DifFace: Blind Face Restoration with Diffused Error Contraction-
DeblurGANv2*52.69-40.0125.910.6952DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better-
DifFace38.4362.3943.524.080.703DifFace: Blind Face Restoration with Diffused Error Contraction-
VQFR45.8465.8747.121.940.585DifFace: Blind Face Restoration with Diffused Error Contraction-
GFP-GAN42.62-36.4625.080.6777Towards Real-World Blind Face Restoration with Generative Facial Prior-
CodeFormer60.626029.922.180.61Towards Robust Blind Face Restoration with Codebook Lookup Transformer-
PULSE48.3374.9750.822.140.682DifFace: Blind Face Restoration with Diffused Error Contraction-
mGANprior82.27-45.8424.300.6758Image Processing Using Multi-Code GAN Prior-
HiFaceGAN66.09-47.724.920.6195HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment-
0 of 16 row(s) selected.
Blind Face Restoration On Celeba Test | SOTA | HyperAI