Accueil Actualités Articles de recherche Tutoriels Ensembles de données Wiki SOTA Modèles LLM Classement GPU Événements

Français

Deblurring On Realblur J 1

Métriques

PSNR (sRGB)

Params(M)

SSIM (sRGB)

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	PSNR (sRGB)	Params(M)	SSIM (sRGB)	Paper Title	Repository
MAXIM	32.84	22.2	0.935	MAXIM: Multi-Axis MLP for Image Processing	-
SRN	31.38	8.06	0.909	Scale-recurrent Network for Deep Image Deblurring	-
DeblurGAN-v2	29.69	5.08	0.870	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better	-
MPRNet	31.76	20.1	0.922	Multi-Stage Progressive Image Restoration	-
LoFormer	32.90	-	0.933	LoFormer: Local Frequency Transformer for Image Deblurring	-
Stripformer	32.48	20	0.929	Stripformer: Strip Transformer for Fast Image Deblurring	-
DeepRFT+	32.63	-	0.933	Intriguing Findings of Frequency Selection for Image Deblurring	-
AdaRevD	33.96	-	0.944	AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring	-
BANet	32.00	-	0.923	BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring	-
ID-Blau (Restormer)	33.11	-	0.937	ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation	-
MLWNet	33.84	-	0.941	Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
MSSNet	32.1	15.6	0.928	MSSNet: Multi-Scale-Stage Network for Single Image Deblurring	-
MIMO-UNet++	32.05	16.1	0.921	Rethinking Coarse-to-Fine Approach in Single Image Deblurring	-
ALGNet	32.94	-	0.946	Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring	-
FFTformer	32.62	-	0.9326	Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring	-
ID-Blau (Stripformer)	33.77	20	0.940	ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation	-
ID-Blau (FFTformer)	32.88	-	0.934	ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation	-

0 of 17 row(s) selected.