HyperAI超神经
首页资讯最新论文教程数据集百科SOTALLM 模型天梯GPU 天梯顶会
全站搜索
关于
HyperAI超神经

Blind Face Restoration On Celeba Test

评估指标

FID
IDS
LPIPS
PSNR
SSIM

评测结果

各个模型在此基准测试上的表现结果

模型名称
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.