HyperAI
الرئيسيةالأخبارأحدث الأوراق البحثيةالدروسمجموعات البياناتالموسوعةSOTAنماذج LLMلوحة الأداء GPUالفعاليات
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HyperAI

Blind Face Restoration On Celeba Test

المقاييس

FID
IDS
LPIPS
PSNR
SSIM

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج
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
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