HyperAI超神経

ホームニュース最新論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

サイトについて

日本語

HyperAI超神経

Grayscale Image Denoising On Bsd68 Sigma25

評価指標

PSNR

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	PSNR	Paper Title	Repository
BUIFD75 (blind)	28.75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	-
TNRD	28.92	Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration	-
Big-CDLNet	29.26	CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning	-
FFDNet	29.19	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	-
DnCNN	29.23	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising	-
KBNet	29.54	KBNet: Kernel Basis Network for Image Restoration	-
RIDNet	29.34	Real Image Denoising with Feature Attention	-
MWCNN	29.41	Multi-level Wavelet-CNN for Image Restoration	-
N3Net	29.3	Neural Nearest Neighbors Networks	-
SwinIA	29.17	SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions	-
Deep CNN Denoiser	29.15	Learning Deep CNN Denoiser Prior for Image Restoration	-
GCDN	29.35	Deep Graph-Convolutional Image Denoising	-
NLRN	29.41	Non-Local Recurrent Network for Image Restoration	-
GroupCDL	29.38	Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning	-
ADL	29.50	Adversarial Distortion Learning for Medical Image Denoising	-
Index Network	29.06	Index Network	-

0 of 16 row(s) selected.