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

Image Super Resolution On Ffhq 256 X 256 4X

评估指标

FID
MS-SSIM
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
MS-SSIM
PSNR
SSIM
Paper TitleRepository
FSRCNN139.780.93022.450.709Accelerating the Super-Resolution Convolutional Neural Network
CAGFace74.430.95827.420.816Component Attention Guided Face Super-Resolution Network: CAGFace
BDPM5.71-30.050.864Binary Diffusion Probabilistic Model-
SRFBN132.590.89521.960.693Feedback Network for Image Super-Resolution
BRGM--24.160.70Bayesian Image Reconstruction using Deep Generative Models
PULSE--15.740.37PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
EnhanceNet116.380.89723.640.701EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
SRGAN156.070.75717.570.415Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
HiFaceGAN5.360.97128.650.816HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment
SRCNN147.210.90023.120.688Image Super-Resolution Using Deep Convolutional Networks
ESRGAN166.360.74715.430.267ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
EDSR129.140.90122.470.706Enhanced Deep Residual Networks for Single Image Super-Resolution
0 of 12 row(s) selected.